Age estimation by dray in forensic medicine

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Age estimation by Dray is a forensic dental method. Let me search the medical library for comprehensive content.
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Dray method age estimation forensic medicine teeth dental forensic odontology

The user likely means "Drey" (as in the Gustafson's method or possibly the "Drew" method) - but the most prominent dental age estimation method in forensic medicine involving ground sections of teeth is Gustafson's method. Let me check the textbooks more carefully, and also look for "Dray" which may be a variant spelling in Indian forensic medicine textbooks.
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"Dray" OR "Drew" age estimation teeth forensic medicine India ground sections

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Dray method age estimation forensic odontology teeth six criteria India forensic medicine textbook

Age estimation by xray in forensic medicine

Age estimation by X-ray (radiological methods) in forensic medicine uses bone and dental development visible on radiographs to estimate a person's age. Key landmarks include epiphyseal fusion, bone ossification centers, dental calcification stages, and skeletal maturity markers.
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age estimation by xray radiological methods forensic medicine epiphyseal fusion ossification India

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Age Estimation by X-Ray (Radiological Methods) in Forensic Medicine

Age estimation by X-ray is one of the most reliable and objective methods in forensic medicine. It is based on the radiological study of ossification centres and epiphyseal fusion in growing bones, and on degenerative skeletal changes in older individuals.

Why X-Ray is Useful

  • For determining age, skiagrams of the shoulder, elbow, wrist, hip, knee, ankle, pelvis and skull are taken in the anteroposterior (AP) direction.
  • Union of epiphyses seen on radiographs appears approximately 6 months earlier than anatomical fusion, because the epiphyseal cartilage becomes very thin and may not show on film near the end of the growth period.
  • A persistent scar on X-ray is not evidence of incomplete or recent union.
  • Once union begins in a bone, it is completed within 12 to 18 months.

Radiological Methods of Skeletal Age Estimation

1. Study of Ossification Centres

The primary method - based on when ossification centres appear and when epiphyses fuse with the diaphysis.

2. Atlas Techniques

  • Todd's Atlas
  • Greulich and Pyle Atlas - compares the hand/wrist X-ray against a standard atlas of known ages

3. Scoring Techniques (Preferred)

  • Acheson's Method (Oxford method)
  • Tanner and Whitehouse Method (TW1, TW2, TW3) - scores individual bone maturation
  • FELS Method

4. Individual Profile Maturity Technique


Practical X-Ray Approach by Age Group

Age GroupRecommended Region for X-Ray
6-12 yearsElbow and wrist
13-16 yearsElbow and pelvis
Any ageStandard right-sided X-rays in AP view (elbow: AP + lateral)
Wrist and hand are the most studied regions by researchers worldwide.

Stages of Ossification (Important Principles)

  • Earliest centres appear at end of 2nd month of pregnancy
  • By 11th intrauterine week - 806 centres of bone growth
  • At birth - ~450 centres remain
  • Adult skeleton has only 206 bones (600 centres have fused)
  • Between 2 to 6 years - number of carpal bones visible on wrist X-ray indicates approximate age in years
  • By end of 1st year - 2 carpal bones visible on wrist X-ray

Key Ossification and Fusion Times (Table)

AgeOssification Centre AppearsEpiphyseal Fusion/Union
5th yearHead of radius, trapezoid, scaphoidGreater tubercle fuses with head of humerus
6th yearLower end of ulna, trapeziumRami of pubis and ischium unite
6-7th yearMedial epicondyle of humerus-
9th yearOlecranon-
9-11th yearTrochlea of humerus-
10-11th yearPisiform-
11th yearLateral epicondyle of humerus-
12-14th yearLesser trochanter of femur-
13th yearTriradiate cartilage of acetabulum (separate centres)-
14th yearCrest of ilium; head and tubercles of ribsMedial epicondyle of humerus; lateral epicondyle with trochlea; patella complete
15th yearAcromionCoracoid with scapula; triradiate cartilage of acetabulum
16th yearIschial tuberosityLower end of humerus; olecranon to ulna; upper end of radius; metacarpals; proximal phalanges
17-18th year-Head of femur; lesser and greater trochanter of femur; acromion; lower end of ulna
18-19th yearInner end of clavicleLower end of femur; upper end of tibia and fibula; head of humerus; lower end of radius
20-21st year-Iliac crest; inner end of clavicle; ischial tuberosity; head of ribs
Medico-legally critical: Lower end of femur and upper end of tibia fuse at 18-19 years, making them key markers for the 18-year threshold.

Important General Rules

  1. Females are ahead of males in skeletal development by up to 1 year; dental development differs only 1-4 months. Female pubis reaches full maturity ~10 years later than the male.
  2. Ageing of bones is more accurate for appearance of centres than for union of epiphyses.
  3. Secondary centres that appear first are the last to fuse.
  4. In upper limb long bones: union occurs earlier at elbow, later at wrist; head of humerus is the last long bone epiphysis to unite.
  5. In lower limb: union occurs later at knee, earlier at hip and ankle.
  6. Always express skeletal age in plus or minus terms (e.g., 10 ± 1 year).

Specific Bone Age Markers (Beyond Epiphyseal Fusion)

Symphysis Pubis

The best single criterion for ages 30-50 years:
  • Before 20 years - compact bone near surface, marked ridges running transversely
  • ~20 years - markedly irregular/uneven surface
  • 24-36 years - ridges disappear, granular surface; dorsal and ventral margins defined
  • Early 5th decade - oval, smooth surface with raised upper/lower ends; beaded rim develops
  • 6th decade - erosion and ventral margin breakdown
  • 7th decade - irregularly eroded surface

Sternum

  • 4 pieces of sternal body fuse from below upwards between 14-25 years
  • Xiphoid unites with sternal body at ~40 years

Skull

  • After 25 years - muscular markings become increasingly evident (temporal line, nuchal lines, masseteric attachment)
  • Pacchionian depressions deepen with age
  • After 50 years - diploe becomes less vascularised, replaced by bone

Sacrum

  • Centres appear in upper segments in 3rd foetal month

Radiological Signs of Older Age

  • Cortical thinning and progressive rarefaction of the medullary cavity apex (head of humerus and femur)
  • Microradiographs of bone useful - based on correlation between age and bone loss through natural remodelling
  • Osteoporotic changes: loss of collagenous stroma starts at outer cortex, then zone around marrow cavity; ends of long bones appear fragile
  • Fluorosis (chronic fluoride ingestion): increased bone density and weight, lipping of vertebral margins, mottling of teeth

Factors Affecting Ossification (and Thus X-Ray Accuracy)

Health, hereditary factors, nutrition, infectious diseases, metabolic disorders, physical activity, race, sex, endocrine factors, and environmental conditions.

Limitations

  • Estimation becomes increasingly uncertain after age 25 years - accuracy of even 5 years is hard to achieve
  • Multiple criteria should always be used together
  • A doctor's estimate of age is an opinion, not definitive proof
  • Premature ageing may result from illness, malnutrition, anxiety, or grief

Source: The Essentials of Forensic Medicine and Toxicology, 36th Edition (2026), Chapters on Determination of Age and Radiographic Assessment of Bone Age.

Liver cirrhosis Russel viper Summons Brain knife Castor Rifle bullet Subdural hemorrhage [Washer women's hand Hammer Give points for spotters in fmt

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forensic medicine spotter "liver cirrhosis" "castor" "brain knife" "washer woman hand" "hammer" FMT spotter points

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Russell viper venom forensic medicine spotter features bite marks hemotoxic coagulation forensic

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"brain knife" forensic medicine spotter pathology knife wound brain

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FMT Spotters - Key Points


1. 🫀 LIVER CIRRHOSIS

What it is: End-stage liver disease with diffuse fibrosis and nodular regeneration replacing normal architecture.
Forensic/Gross Appearance:
  • Liver is small, shrunken, firm and hard in texture
  • Surface is nodular - "hobnail" appearance (fine granular or large nodules)
  • Cut section shows fibrous bands surrounding nodules
  • Color: yellow-green (if fatty/biliary) or brown-red
  • Nutmeg liver (chronic congestive) is a precursor - alternate red/yellow areas on section
  • Capsule is thickened and wrinkled
  • Weight is reduced (normal ~1.5 kg)
Types on Gross:
  • Micronodular (nodules <3 mm) - alcoholic, metabolic
  • Macronodular (nodules >3 mm) - post-hepatitis
  • Mixed
Medicolegal Importance:
  • Seen in chronic alcoholism - relevant in alcohol-related deaths
  • Increased bleeding risk (decreased clotting factors) - can lead to fatal hemorrhage
  • Portal hypertension - ascites, varices, splenomegaly
  • Pre-existing disease affecting cause of death opinions

2. 🐍 RUSSELL'S VIPER (Daboia russelii)

Identification (Spotter Points):
  • Body: Short, stout; flat, heavy, triangular head broader than body
  • Head: V-shaped white mark at front - angle pointing forwards
  • Color: Whitish body with three rows of diamond-shaped black/brown spots - outer two rows ringed with white edges; dark semilunar spots on belly
  • Scales: Small scales on head; entire broad plates on belly; tail plates divided into two rows (sub-caudal plates divided)
  • Tail: Short, tapering, narrow
  • Pupil: Vertical (slit-like)
  • Fangs: Long, canalized (hollow), solenoglyphous
  • Heard to hiss loudly and continuously
  • Found throughout India
Venom: Hemotoxic + Nephrotoxic (also some neurotoxic)
  • Activates coagulation factors X and V → DIC, VICC (Venom-Induced Consumption Coagulopathy)
  • Local tissue necrosis, severe swelling, hemorrhagic blisters
  • Acute kidney injury (AKI) is hallmark
  • Thrombocytopenia, MAHA (microangiopathic hemolytic anemia)
  • Bilateral ptosis (in some subspecies - neurotoxic component)
Bite marks: Two fang marks (can be single or multiple); sometimes just scratches
Antidote: Polyvalent anti-snake venom (ASV)

3. 📜 SUMMONS (Subpoena)

Definition: A legal document compelling the attendance of a witness in a court of law under penalty on a specified day, time and place.
Key Points:
  • Latin: Sub = under; Poena = penalty
  • Governed by Sections 63-71 BNSS (formerly Sections 61-69 Cr.P.C.)
  • Issued in writing, in duplicate, signed by presiding officer, bearing the seal of the court
  • Contains: crime number and name of accused
  • Served by: police officer, court officer, or public servant - one copy delivered, receipt signed on other copy (Section 64, BNSS)
  • Can also be served by registered post or affixed on conspicuous part of residence
  • Subpoena Duces Tecum - requires witness to bring books/documents/things (Sections 94 & 195 BNSS; Section 165 BSA)
  • If summoned person is a government servant - sent in duplicate to head of office
Punishment for non-compliance:
  • Civil case: Liable to pay damages
  • Criminal case: Fine, imprisonment, or bailable/non-bailable warrant
  • Imprisonment up to 1 month or fine or both (Section 208, BNS)
Priority: Criminal court takes priority over civil court if both summon on same day.

4. 🔪 BRAIN KNIFE

What it is: A post-mortem dissection instrument used in forensic pathology / autopsy.
Description:
  • A long, flat, broad-bladed knife with a single sharp edge
  • Blade is long (typically 25-30 cm), slightly flexible
  • Used to slice large solid organs (brain, liver, kidney, spleen) into thin, uniform sections during autopsy
  • Produces clean, smooth sections without tearing tissue
  • Allows examination of internal architecture in a single sweep
Medicolegal Importance:
  • Standard tool in the mortuary/post-mortem examination
  • Used to slice the brain coronally or in other planes to detect hemorrhages, contusions, tumors, edema
  • Helps identify: subdural/extradural hematoma, cerebral edema, infarcts, contusions
Note: "Brain knife" as a spotter = a post-mortem dissection tool, NOT a murder weapon

5. 🌱 CASTOR (Ricinus communis)

Botanical Description:
  • Euphorbiaceae family; large plant with star-shaped (palmate) leaves
  • Seeds: oval, bean-shaped, smooth, shiny with a characteristic caruncle (appendage) at one end; mottled brown/grey with dark streaks
  • Contains 2-3 seeds in a spiny capsule (tricoccus)
Toxic Principle: Ricin - one of the most potent naturally occurring toxins
  • Also contains Ricinine (alkaloid) and RCA (ricinus communis agglutinin)
Mechanism: Ricin - A chain inhibits protein synthesis by inactivating ribosomes (depurination of 28S rRNA); B chain facilitates cell entry
Clinical Features (Poisoning):
  • Burning pain in mouth/throat
  • Nausea, vomiting, profuse diarrhea (hemorrhagic)
  • Abdominal pain and cramps
  • Haematuria, oliguria, anuria
  • Hypotension, tachycardia
  • Convulsions, coma, death
  • Fatal dose of seed: 2-20 seeds in adults; 1 seed can kill a child
  • No specific antidote
PM Findings:
  • Gastroenteritis changes (hemorrhagic)
  • Congestion of kidneys, liver, spleen
  • Fatty degeneration of liver and kidney
Medicolegal Importance:
  • Used as bioterrorism agent (weaponized ricin - Assassination of Georgi Markov by ricin pellet)
  • Homicidal, suicidal, accidental poisoning
  • Castor oil (from seeds) is NOT poisonous (ricin is destroyed by heat during processing)

6. 🔫 RIFLE BULLET

Description (Spotter Points):
The Weapon:
  • A rifled firearm with a long barrel (typically >16 inches for rifles)
  • Inside of bore has spiral grooves (4-7 grooves) = rifling
  • Raised portions = lands; lowered portions = grooves
  • Rifling causes the bullet to spin on its longitudinal axis → gyroscopic stability → accuracy
The Bullet:
  • High velocity: ~2500 ft/sec (muzzle velocity)
  • Pointed/ogival tip (spitzer shape) vs. revolver's rounded bullet
  • Longer and narrower than shotgun pellets or revolver bullets
  • Bears land and groove markings imprinted by rifling
  • Calibre: expressed in 1/100th inch or mm (e.g., 0.303, 7.62 mm)
  • Accuracy range: well over 600 yards
Wounds produced by Rifle:
  • Entry wound: Small, circular/punched-out, everted edges, tattooing/burning (at close range), smaller than bullet diameter (due to elasticity of skin)
  • Exit wound: Larger, irregular, lacerated, ragged - "stellate" - skin blown outward
  • Temporary cavity formed by high velocity - larger tissue destruction than entry suggests
  • Cavitation effect - extensive internal tissue damage
  • Bullet may tumble on entering tissue - causing unpredictable paths

7. 🧠 SUBDURAL HEMORRHAGE (SDH)

Location: Between dura mater and arachnoid mater
Source of bleeding:
  • Chronic/Subacute SDH: Tearing of bridging veins (between cortex and dural sinuses)
  • Acute SDH: Cortical contusions with arterial bleeding
Key Features:
FeatureSubdural Hematoma
Incidence5% of all head injuries; 50% of fatal head injuries
CauseMostly trauma; occasionally non-traumatic (massive leakage)
External signsOften NO external manifestation
ShapeCrescent-shaped, unilateral or bilateral, diffuse
Brain effectCompressed but less ironed out (dura external to blood)
Clinical courseLess well defined than EDH; no classic lucid interval
At autopsyWashed away by thin stream of water
Compared to Extradural:
  • Extradural = between skull and dura; due to middle meningeal artery; classic lucid interval; scraped at autopsy
  • SDH = no classic lucid interval; often bilateral; washed at autopsy
Medicolegal Importance:
  • Shaken Baby Syndrome - SDH + retinal hemorrhage + no external injury
  • Can be non-traumatic - spontaneous (hypertension, aneurysm)
  • Important in cases of domestic violence, child abuse, fall from height

8. 🫶 WASHERWOMAN'S HAND (Washer Woman's Hand)

What it is: A post-mortem change seen in drowning cases
Mechanism: Absorption of water into the outer layer (stratum corneum) of the skin causing maceration
Timeline of Changes:
  • 2-4 hours: First seen on fingertips
  • ~24 hours: Spreads to palm, back of fingers, back of hand
  • 4-8 hours: Bleaching of epidermis begins
  • ~20 hours: Fully established - sodden, bleached, wrinkled appearance
Appearance:
  • Skin becomes sodden, thickened, wrinkled, and white/pale
  • Looks like the hands of someone who has washed clothes for long hours
  • Earliest in warm water; seen later in cold water
  • Areas covered by clothing develop changes more slowly
Significance:
  • Indicates the body has been immersed in water for some time
  • Helpful in estimating duration of immersion
  • Does NOT prove drowning as cause of death (body may have been thrown in after death)
  • Must be correlated with other PM signs of drowning
Associated findings in drowning:
  • Copious froth from mouth/nostrils (emphysema aquosum)
  • Cutis anserina ("goose skin") - pilomotor contraction
  • Cadaveric spasm - clutching weeds, grass in hand
  • Paltauf's hemorrhages - pale pink subpleural hemorrhages
  • Postmortem lividity - light pink, on face/chest/hands

9. 🔨 HAMMER

What it is: A blunt weapon producing patterned injuries
Description:
  • A heavy striking tool with a metal head and handle
  • Head has a flat striking face ("face") and may have a claw or peen
Injuries Produced (Patterned Blunt Force):
Injury TypeDescription
ContusionBruising corresponding to shape of hammer face
LacerationSplit skin wound with crushed, bruised edges, tissue bridging
Depressed skull fracturePatterned fracture matching hammer face dimensions
Extradural hematomaFrom skull fracture causing meningeal artery damage
Brain injuryContusion, laceration, diffuse axonal injury
Key Forensic Points:
  • Produces patterned contusion/laceration - shape of wound may match hammer face
  • Wound edges are bruised and contused (unlike incised wounds which have clean edges)
  • Tissue bridging across wound (not seen in incised wounds)
  • May produce imprint abrasion showing the pattern of the hammer head
  • Hair and scalp protect against surface cuts but underlying bone fractures
  • Usually associated with assault - homicidal
  • Can be confused with fall - need to assess multiplicity, direction of blows, scene evidence

Sources: The Essentials of Forensic Medicine and Toxicology, 36th Ed. (2026); Parikh's Textbook of Medical Jurisprudence Forensic Medicine and Toxicology; P.C. Dikshit Textbook of Forensic Medicine and Toxicology

Create a comprehensive PDF spotter guide with images

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Now let me read key blocks from the forensic textbook to extract image URLs embedded in the content.
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I have the image URLs. Now let me also search for liver cirrhosis, castor plant, rifle bullet, and subdural/brain knife images from the textbooks.
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I have all the images I need. Now let me build the comprehensive PDF. Let me set up the workspace and create the Python script.
Running Command

mkdir -p /home/daytona/workspace/fmt-spotter-guide && ls /home/daytona/workspace/fmt-spotter-guide/

Create a comprehensive PDF spotter guide with images

Let me gather all image URLs from the textbooks simultaneously for the 9 spotter topics.
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Writing File

~/fmt-spotter-guide/build_pdf.py

#!/usr/bin/env python3
"""
FMT Spotter Guide PDF Builder
Generates a comprehensive Forensic Medicine & Toxicology spotter guide with images.
"""

import os
import urllib.request
import io
from reportlab.lib.pagesizes import A4
from reportlab.lib import colors
from reportlab.lib.units import cm, mm
from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
from reportlab.lib.enums import TA_LEFT, TA_CENTER, TA_JUSTIFY
from reportlab.platypus import (
    SimpleDocTemplate, Paragraph, Spacer, Table, TableStyle,
    Image, PageBreak, HRFlowable, KeepTogether
)
from reportlab.platypus.flowables import BalancedColumns
from reportlab.pdfgen import canvas

OUTPUT_PATH = "/home/daytona/workspace/fmt-spotter-guide/FMT_Spotter_Guide.pdf"
IMG_DIR = "/home/daytona/workspace/fmt-spotter-guide/imgs/"
os.makedirs(IMG_DIR, exist_ok=True)

# ── colour palette ──────────────────────────────────────────────────────────
DARK_BLUE   = colors.HexColor("#1A3A5C")
MED_BLUE    = colors.HexColor("#2563A8")
LIGHT_BLUE  = colors.HexColor("#D6E4F7")
ACCENT      = colors.HexColor("#E8472A")
GOLD        = colors.HexColor("#F0A500")
LIGHT_GREY  = colors.HexColor("#F4F6F9")
DARK_GREY   = colors.HexColor("#444444")
WHITE       = colors.white

# ── image download helper ────────────────────────────────────────────────────
def dl(url, fname):
    dest = os.path.join(IMG_DIR, fname)
    if not os.path.exists(dest):
        try:
            req = urllib.request.Request(url, headers={"User-Agent": "Mozilla/5.0"})
            with urllib.request.urlopen(req, timeout=15) as r, open(dest, "wb") as f:
                f.write(r.read())
        except Exception as e:
            print(f"  [WARN] Could not download {fname}: {e}")
            return None
    return dest if os.path.exists(dest) else None

# ── image catalogue ──────────────────────────────────────────────────────────
IMAGES = {
    "russell_viper":   dl("https://cdn.orris.care/cdss_images/323170d93c1d4a33a625fbd68e6af6139fd7c87b3f085597a88dc80ee6aaa4a1.png", "russell_viper.png"),
    "washer_hand":     dl("https://cdn.orris.care/cdss_images/3e62fbcbde3a1fb91622d787434934d1bd80804722610cb31f7c2b70cb517bd4.png", "washer_hand.png"),
    "washer_foot":     dl("https://cdn.orris.care/cdss_images/1b39daa1c1b7669a790da7864bd4c0f2679527875ed1b97ca04bfde930395580.png", "washer_foot.png"),
    "subdural_base":   dl("https://cdn.orris.care/cdss_images/9fcc1fda214392592ff24c9fcb6ff3a1ee1b1afa3654ee2e61e1b500d25136e9.png", "subdural_base.png"),
    "subdural_oval":   dl("https://cdn.orris.care/cdss_images/4fb1ebfffabc83f8bd006098d8ca3d5058fd2dac212372061b9894669092b272.png", "subdural_oval.png"),
    "subarachnoid":    dl("https://cdn.orris.care/cdss_images/26b97a1ed3d7f51d0e0eca00251c3df51dbf0838e94422caa20b925b0e4598eb.png", "subarachnoid.png"),
    "castor_plant":    dl("https://cdn.orris.care/cdss_images/e1ff17c2aa2b7d074233cb4d778cba9c3a9e23420a3473d662d5b23604ac6d04.png", "castor_plant.png"),
    "castor_seeds":    dl("https://cdn.orris.care/cdss_images/3d10a5781c1dfd0cc3c95a37cfc5211a29be956814075b6c82c4649083553a0b.png", "castor_seeds.png"),
    "bullet_entry":    dl("https://cdn.orris.care/cdss_images/1d07f6b7842c0c70a3104f2184eabab7c5374c932964a403aa92e23eed8beeae.png", "bullet_entry.png"),
    "froth_drowning":  dl("https://cdn.orris.care/cdss_images/7f4002d35c4b668fedbdca748d52263531044ff14e7ffbbead32c77d1c79e2df.png", "froth_drowning.png"),
    "cutis_anserina":  dl("https://cdn.orris.care/cdss_images/68ebc9533de7d135f5ace8ab67c4c35f5195bded6d5d83cc7701d0887242160d.png", "cutis_anserina.png"),
    "rifled_bore":     dl("https://cdn.orris.care/cdss_images/ff9e55c5823b5145b7e0f5f177e8a22d0e6bc4c33b830933f816e262e0ccaa1c.png", "rifled_bore.png"),
}

# ── styles ───────────────────────────────────────────────────────────────────
styles = getSampleStyleSheet()

def make_style(name, parent="Normal", **kwargs):
    return ParagraphStyle(name, parent=styles[parent], **kwargs)

cover_title   = make_style("CoverTitle",   fontSize=34, textColor=WHITE,     leading=42, alignment=TA_CENTER, fontName="Helvetica-Bold")
cover_sub     = make_style("CoverSub",     fontSize=16, textColor=LIGHT_BLUE, leading=22, alignment=TA_CENTER)
cover_tag     = make_style("CoverTag",     fontSize=11, textColor=GOLD,       leading=16, alignment=TA_CENTER, fontName="Helvetica-BoldOblique")

sec_title     = make_style("SecTitle",     fontSize=18, textColor=WHITE,     leading=24, fontName="Helvetica-Bold", alignment=TA_LEFT, spaceAfter=0)
sub_head      = make_style("SubHead",      fontSize=12, textColor=DARK_BLUE, leading=16, fontName="Helvetica-Bold", spaceAfter=4, spaceBefore=8)
body          = make_style("Body",         fontSize=9.5, textColor=DARK_GREY, leading=15, spaceAfter=3, alignment=TA_JUSTIFY)
bullet_style  = make_style("BulletStyle",  fontSize=9.5, textColor=DARK_GREY, leading=14, leftIndent=12, firstLineIndent=-10, spaceAfter=2, bulletText="•")
img_caption   = make_style("ImgCaption",   fontSize=8, textColor=colors.grey, leading=10, alignment=TA_CENTER, fontName="Helvetica-Oblique")
toc_title     = make_style("TocTitle",     fontSize=22, textColor=DARK_BLUE,  leading=28, fontName="Helvetica-Bold", alignment=TA_CENTER, spaceAfter=12)
toc_entry     = make_style("TocEntry",     fontSize=11, textColor=DARK_GREY,  leading=18)

# ── helpers ───────────────────────────────────────────────────────────────────
def section_banner(num, title, emoji=""):
    banner_data = [[Paragraph(f"{num}. {emoji}  {title}", sec_title)]]
    t = Table(banner_data, colWidths=[17*cm])
    t.setStyle(TableStyle([
        ("BACKGROUND",  (0,0), (-1,-1), DARK_BLUE),
        ("TOPPADDING",  (0,0), (-1,-1), 10),
        ("BOTTOMPADDING",(0,0),(-1,-1), 10),
        ("LEFTPADDING", (0,0), (-1,-1), 14),
        ("ROUNDEDCORNERS", [6]),
    ]))
    return t

def info_table(rows, col1=5.5*cm, col2=11*cm):
    """Two-column key-value table."""
    data = []
    for k, v in rows:
        data.append([
            Paragraph(f"<b>{k}</b>", make_style(f"k{k}", fontSize=9, textColor=DARK_BLUE, leading=13)),
            Paragraph(v, body)
        ])
    t = Table(data, colWidths=[col1, col2])
    t.setStyle(TableStyle([
        ("BACKGROUND",  (0,0), (0,-1), LIGHT_BLUE),
        ("BACKGROUND",  (1,0), (1,-1), WHITE),
        ("ROWBACKGROUNDS",(1,0),(1,-1), [WHITE, LIGHT_GREY]),
        ("TOPPADDING",  (0,0), (-1,-1), 5),
        ("BOTTOMPADDING",(0,0),(-1,-1), 5),
        ("LEFTPADDING", (0,0), (-1,-1), 7),
        ("GRID",        (0,0), (-1,-1), 0.4, colors.HexColor("#CADCEE")),
        ("VALIGN",      (0,0), (-1,-1), "TOP"),
    ]))
    return t

def bullet_list(items):
    return [Paragraph(f"• {i}", bullet_style) for i in items]

def img_block(key, caption, width=7*cm):
    path = IMAGES.get(key)
    if path:
        try:
            im = Image(path, width=width, height=width*0.75)
            cap = Paragraph(caption, img_caption)
            data = [[im], [cap]]
            t = Table(data, colWidths=[width+1*cm])
            t.setStyle(TableStyle([
                ("ALIGN",  (0,0), (-1,-1), "CENTER"),
                ("TOPPADDING",   (0,0), (-1,-1), 3),
                ("BOTTOMPADDING",(0,0), (-1,-1), 3),
                ("BOX",    (0,0), (-1,-1), 0.5, colors.HexColor("#CADCEE")),
                ("BACKGROUND",(0,0),(-1,-1), LIGHT_GREY),
            ]))
            return t
        except Exception as e:
            print(f"  [WARN] Could not embed image {key}: {e}")
    return Spacer(1, 1)

def two_images(k1, c1, k2, c2, w=7*cm):
    i1 = img_block(k1, c1, w)
    i2 = img_block(k2, c2, w)
    t = Table([[i1, i2]], colWidths=[8.5*cm, 8.5*cm])
    t.setStyle(TableStyle([("ALIGN",(0,0),(-1,-1),"CENTER"),("VALIGN",(0,0),(-1,-1),"TOP")]))
    return t

def comparison_table(headers, rows):
    data = [headers] + rows
    col_w = [17*cm / len(headers)] * len(headers)
    t = Table(data, colWidths=col_w)
    style = [
        ("BACKGROUND",  (0,0), (-1,0), MED_BLUE),
        ("TEXTCOLOR",   (0,0), (-1,0), WHITE),
        ("FONTNAME",    (0,0), (-1,0), "Helvetica-Bold"),
        ("FONTSIZE",    (0,0), (-1,-1), 8.5),
        ("LEADING",     (0,0), (-1,-1), 12),
        ("ROWBACKGROUNDS",(0,1),(-1,-1),[WHITE, LIGHT_GREY]),
        ("GRID",        (0,0), (-1,-1), 0.4, colors.HexColor("#CADCEE")),
        ("TOPPADDING",  (0,0), (-1,-1), 5),
        ("BOTTOMPADDING",(0,0),(-1,-1), 5),
        ("LEFTPADDING", (0,0), (-1,-1), 6),
        ("VALIGN",      (0,0), (-1,-1), "TOP"),
        ("ALIGN",       (0,0), (-1,0), "CENTER"),
    ]
    t.setStyle(TableStyle(style))
    return t

def sp(h=6):
    return Spacer(1, h)

def hr():
    return HRFlowable(width="100%", thickness=0.5, color=colors.HexColor("#CADCEE"), spaceAfter=4, spaceBefore=4)

# ── page layout ───────────────────────────────────────────────────────────────
PAGE_W, PAGE_H = A4
MARGIN = 2*cm

def on_page(canvas_obj, doc):
    """Header/footer on every page except cover."""
    pg = doc.page
    if pg == 1:
        return
    canvas_obj.saveState()
    # header
    canvas_obj.setFillColor(DARK_BLUE)
    canvas_obj.rect(0, PAGE_H - 1.2*cm, PAGE_W, 1.2*cm, fill=1, stroke=0)
    canvas_obj.setFillColor(WHITE)
    canvas_obj.setFont("Helvetica-Bold", 8)
    canvas_obj.drawString(MARGIN, PAGE_H - 0.8*cm, "FMT SPOTTER GUIDE")
    canvas_obj.setFont("Helvetica", 8)
    canvas_obj.drawRightString(PAGE_W - MARGIN, PAGE_H - 0.8*cm, "KS Narayan Reddy | Parikh's | PC Dikshit")
    # footer
    canvas_obj.setFillColor(DARK_BLUE)
    canvas_obj.rect(0, 0, PAGE_W, 0.8*cm, fill=1, stroke=0)
    canvas_obj.setFillColor(WHITE)
    canvas_obj.setFont("Helvetica", 8)
    canvas_obj.drawCentredString(PAGE_W/2, 0.22*cm, f"Page {pg}")
    canvas_obj.restoreState()

# ── build ─────────────────────────────────────────────────────────────────────
doc = SimpleDocTemplate(
    OUTPUT_PATH,
    pagesize=A4,
    leftMargin=MARGIN, rightMargin=MARGIN,
    topMargin=2.8*cm, bottomMargin=1.8*cm,
    title="FMT Spotter Guide",
    author="Orris AI",
)

story = []

# ════════════════════════════════════════════════════════════════
# COVER PAGE
# ════════════════════════════════════════════════════════════════
def cover_page(c, doc):
    if doc.page == 1:
        c.saveState()
        # full-page gradient background
        c.setFillColor(DARK_BLUE)
        c.rect(0, 0, PAGE_W, PAGE_H, fill=1, stroke=0)
        # decorative bar top
        c.setFillColor(GOLD)
        c.rect(0, PAGE_H - 0.8*cm, PAGE_W, 0.8*cm, fill=1, stroke=0)
        # decorative bar bottom
        c.setFillColor(ACCENT)
        c.rect(0, 0, PAGE_W, 0.5*cm, fill=1, stroke=0)
        # side accent strip
        c.setFillColor(MED_BLUE)
        c.rect(0, 0, 0.6*cm, PAGE_H, fill=1, stroke=0)
        c.restoreState()

story.append(Spacer(1, 3*cm))
story.append(Paragraph("FORENSIC MEDICINE", cover_title))
story.append(Paragraph("&amp; TOXICOLOGY", cover_title))
story.append(sp(10))
story.append(Paragraph("COMPREHENSIVE SPOTTER GUIDE", cover_sub))
story.append(sp(6))
story.append(HRFlowable(width="60%", thickness=2, color=GOLD, spaceAfter=12, spaceBefore=4))
story.append(sp(4))

spotters_list = [
    "1. Liver Cirrhosis", "2. Russell's Viper", "3. Summons / Subpoena",
    "4. Brain Knife", "5. Castor (Ricinus communis)", "6. Rifle Bullet",
    "7. Subdural Hemorrhage", "8. Washerwoman's Hand", "9. Hammer",
]
toc_cover_style = make_style("TocCover", fontSize=12, textColor=LIGHT_BLUE, leading=20, alignment=TA_CENTER)
for item in spotters_list:
    story.append(Paragraph(item, toc_cover_style))

story.append(sp(20))
story.append(Paragraph("Based on KS Narayan Reddy (2026) · Parikh's · PC Dikshit", cover_tag))
story.append(Paragraph("Compiled by Orris AI Assistant", cover_tag))
story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 1. LIVER CIRRHOSIS
# ════════════════════════════════════════════════════════════════
story.append(section_banner("1", "LIVER CIRRHOSIS", "🫀"))
story.append(sp(8))

story.append(Paragraph("Definition", sub_head))
story.append(Paragraph(
    "End-stage liver disease characterized by <b>diffuse hepatic fibrosis</b> and <b>nodular regeneration</b> of hepatocytes, "
    "replacing the normal lobular architecture. It is a common finding at autopsy in forensic practice, especially in alcohol-related deaths.",
    body))
story.append(sp(4))

story.append(Paragraph("Gross / Autopsy Appearance", sub_head))
story.append(info_table([
    ("Size & Weight",   "Small, shrunken, reduced weight (normal ~1.5 kg) — liver is firm and hard"),
    ("Surface",         "<b>Nodular 'hobnail' surface</b> — fine granular (micronodular) or irregular large nodules (macronodular)"),
    ("Cut Section",     "Fibrous bands surrounding nodules; loss of normal lobular pattern"),
    ("Color",           "Yellow-green (biliary/fatty); brown-red (post-hepatitic); olive-green (biliary cirrhosis)"),
    ("Capsule",         "Thickened, wrinkled capsule"),
    ("Consistency",     "Firm to hard (due to fibrosis)"),
    ("Portal HTN signs","Enlarged spleen (congestive splenomegaly), ascites, dilated portal vein"),
]))
story.append(sp(6))

story.append(Paragraph("Types (Gross Classification)", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Type</b>", body), Paragraph("<b>Nodule Size</b>", body), Paragraph("<b>Common Causes</b>", body)],
    [
        [Paragraph("Micronodular", body), Paragraph("< 3 mm", body), Paragraph("Alcoholism, metabolic liver disease, biliary obstruction", body)],
        [Paragraph("Macronodular", body), Paragraph("> 3 mm", body), Paragraph("Post-hepatitis B & C, autoimmune hepatitis", body)],
        [Paragraph("Mixed", body), Paragraph("Both sizes", body), Paragraph("Mixed aetiology", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Medicolegal Importance", sub_head))
for pt in [
    "Chronic alcoholism → most common cause; relevant in alcohol-related deaths and intoxication cases",
    "Decreased synthesis of clotting factors (fibrinogen, prothrombin, Factors V, VII, IX, X) → fatal hemorrhage",
    "Portal hypertension → oesophageal varices rupture → massive haematemesis → death",
    "Pre-existing disease: affects opinion on cause of death in blunt trauma / fall cases",
    "Hepatic encephalopathy → impaired consciousness → accidents, falls",
    "Increased susceptibility to infections → opportunistic causes of death",
    "Hepatocellular carcinoma is a late complication",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 2. RUSSELL'S VIPER
# ════════════════════════════════════════════════════════════════
story.append(section_banner("2", "RUSSELL'S VIPER (Daboia russelii)", "🐍"))
story.append(sp(8))

viper_img = img_block("russell_viper", "Fig. Russell's Viper — note diamond-shaped dorsal spots and triangular head", 7.5*cm)
viper_text = [
    Paragraph("Identification", sub_head),
    info_table([
        ("Also known as",  "Daboia russelii; Kander, Charn viper, Khadchitro"),
        ("Head",           "<b>Flat, heavy, triangular</b> — broader than body; covered with small scales; <b>V-shaped white mark</b> with angle pointing forwards"),
        ("Body",           "Short, stout with <b>three rows of diamond-shaped black/brown spots</b>; outer rows ringed with white edges; belly whitish with dark semilunar spots"),
        ("Pupil",          "<b>Vertical (slit)</b>"),
        ("Fangs",          "Long, <b>canalized (hollow)</b> — solenoglyphous type"),
        ("Tail",           "Short, narrow, tapering"),
        ("Sub-caudal",     "Plates divided into <b>two rows</b> (key ID feature)"),
        ("Sound",          "Heard to <b>hiss loudly and continuously</b>"),
        ("Distribution",   "Found <b>throughout India</b>"),
    ], col1=3.5*cm, col2=5.5*cm),
]
img_col = Table([[viper_img]], colWidths=[9*cm])
text_col = Table([[v] for v in viper_text], colWidths=[8*cm])
text_col.setStyle(TableStyle([("TOPPADDING",(0,0),(-1,-1),2),("LEFTPADDING",(0,0),(-1,-1),6)]))
side = Table([[text_col, img_col]], colWidths=[9*cm, 8*cm])
side.setStyle(TableStyle([("VALIGN",(0,0),(-1,-1),"TOP"),("LEFTPADDING",(0,0),(-1,-1),0)]))
story.append(side)
story.append(sp(8))

story.append(Paragraph("Venom & Toxicology", sub_head))
story.append(info_table([
    ("Venom type",      "<b>Hemotoxic</b> (primary) + Nephrotoxic + Neurotoxic (some subspecies)"),
    ("Mechanism",       "Activates coagulation Factors X and V → widespread fibrin formation → <b>VICC</b> (Venom-Induced Consumption Coagulopathy) → DIC"),
    ("Local effects",   "Severe pain, swelling, hemorrhagic blisters, tissue necrosis"),
    ("Systemic",        "Thrombocytopenia, MAHA, hemoglobinuria, bleeding from gums/IV sites/hematuria"),
    ("Renal",           "<b>AKI</b> — hallmark of Russell's viper envenomation"),
    ("Neuro",           "Bilateral ptosis (neurotoxic subspecies); rarely paralysis"),
    ("Lab findings",    "Prolonged PT, APTT; low fibrinogen; thrombocytopenia; elevated creatinine"),
    ("Fatal dose",      "40–70 mg of dried venom; bite delivers 130–250 mg"),
    ("Antidote",        "<b>Polyvalent Anti-Snake Venom (ASV)</b> — IV, given as early as possible"),
]))
story.append(sp(6))

story.append(Paragraph("Medicolegal Importance", sub_head))
for pt in [
    "Most common cause of snakebite deaths in India alongside Common Krait",
    "Bite marks: Two fang punctures ~1–1.5 cm apart (canalized fangs); sometimes single or multiple marks",
    "Postmortem: Extensive local necrosis, hemorrhagic areas, renal cortical pallor (AKI)",
    "dRVVT (Dilute Russell's Viper Venom Time) — laboratory test for lupus anticoagulant",
    "Difference from Cobra: Viper = hemotoxic, Cobra = neurotoxic; Viper fangs long & canalized, Cobra fangs short & grooved",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(sp(6))
story.append(Paragraph("Cobra vs Viper — Quick Comparison", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Feature</b>", body), Paragraph("<b>Cobra</b>", body), Paragraph("<b>Russell's Viper</b>", body)],
    [
        [Paragraph("Head", body), Paragraph("Small, round", body), Paragraph("Large, triangular", body)],
        [Paragraph("Pupil", body), Paragraph("Round", body), Paragraph("Vertical slit", body)],
        [Paragraph("Fangs", body), Paragraph("Short, grooved", body), Paragraph("Long, canalized", body)],
        [Paragraph("Venom", body), Paragraph("Neurotoxic", body), Paragraph("Hemotoxic + Nephrotoxic", body)],
        [Paragraph("Eggs", body), Paragraph("Lay eggs (oviparous)", body), Paragraph("Give birth (viviparous)", body)],
        [Paragraph("Tail", body), Paragraph("Round", body), Paragraph("Short, tapering", body)],
    ]
))
story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 3. SUMMONS / SUBPOENA
# ════════════════════════════════════════════════════════════════
story.append(section_banner("3", "SUMMONS / SUBPOENA", "📜"))
story.append(sp(8))

story.append(Paragraph("Definition", sub_head))
story.append(Paragraph(
    "<b>Subpoena</b> (sub = under; poena = penalty): A legal document compelling the attendance of a witness in a court of law "
    "<b>under penalty</b>, on a particular day, time and place, for the purpose of giving evidence.",
    body))
story.append(sp(6))

story.append(Paragraph("Key Legal Points", sub_head))
story.append(info_table([
    ("Legal basis",        "Sections <b>63–71 BNSS</b> (formerly Sections 61–69 Cr.P.C.)"),
    ("Issued by",          "Court — in <b>writing, in duplicate</b>, signed by presiding officer, bearing the <b>seal of the court</b>"),
    ("Contains",           "Crime number and name of the accused person"),
    ("Served by",          "Police officer, court officer, or public servant — one copy delivered to witness; <b>receipt signed on other copy</b> (Sec 64 BNSS)"),
    ("Alternative service","Registered post OR fixed on conspicuous part of residence"),
    ("Subpoena Duces Tecum","Requires witness to bring <b>books, documents, or things</b> under his control (Sec 94 & 195 BNSS; Sec 165 BSA)"),
    ("Govt. servants",     "Summons sent in duplicate to <b>head of office</b> who arranges service (Sec 68 BNSS)"),
]))
story.append(sp(6))

story.append(Paragraph("Punishment for Non-Compliance", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Type of Court</b>", body), Paragraph("<b>Consequence</b>", body)],
    [
        [Paragraph("Civil case", body), Paragraph("Liable to pay damages", body)],
        [Paragraph("Criminal case", body), Paragraph("Fine, imprisonment, or bailable/non-bailable warrant (Sec 206–208, BNS)", body)],
        [Paragraph("Intentional non-attendance", body), Paragraph("Imprisonment up to <b>1 month</b> OR fine OR both (Sec 208, BNS)", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Important Rules for Doctors", sub_head))
for pt in [
    "<b>Criminal court takes priority</b> over civil court if both summon on the same day",
    "Witness may be excused only if there is a <b>valid and urgent reason</b>",
    "Doctor should bring relevant records, case notes, post-mortem report, etc. if specified in summons",
    "Failure to attend without justification = contempt of court",
    "Witness must produce documents if asked for (Sec 94, BNSS)",
    "Expert witness (doctor) gives <b>opinion evidence</b>, not factual evidence — cannot be compelled to give opinion against will",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 4. BRAIN KNIFE
# ════════════════════════════════════════════════════════════════
story.append(section_banner("4", "BRAIN KNIFE (Post-Mortem Dissection Tool)", "🔪"))
story.append(sp(8))

story.append(Paragraph("What is a Brain Knife?", sub_head))
story.append(Paragraph(
    "A <b>brain knife (Virchow's brain knife)</b> is a long, broad-bladed <b>post-mortem dissection instrument</b> "
    "used by forensic pathologists and anatomists to slice large solid organs — especially the brain — "
    "into thin, uniform sections during autopsy.",
    body))
story.append(sp(6))

story.append(Paragraph("Description & Features", sub_head))
story.append(info_table([
    ("Blade",        "Long (<b>25–35 cm</b>), flat, broad, slightly flexible"),
    ("Edge",         "Single sharp cutting edge"),
    ("Handle",       "Sturdy grip handle — allows smooth, single-stroke cuts"),
    ("Purpose",      "Slice large organs (brain, liver, kidney, spleen) in <b>one continuous stroke</b>"),
    ("Design goal",  "Produces <b>clean, smooth sections</b> without tearing or crushing tissue"),
]))
story.append(sp(6))

story.append(Paragraph("Uses at Autopsy", sub_head))
for pt in [
    "<b>Brain slicing</b>: Coronal sections at 1–1.5 cm intervals to examine internal architecture",
    "Detects subdural/extradural hematoma, cerebral contusions, edema, infarcts, tumors",
    "Liver slicing: Identifies nutmeg liver, cirrhosis, abscesses, metastases",
    "Kidney slicing: Reveals cortical necrosis, pyelonephritis, infarcts",
    "Spleen: Identifies congestion, infarcts, rupture",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))
story.append(sp(6))

story.append(Paragraph("Standard Autopsy Instruments — Comparison", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Instrument</b>", body), Paragraph("<b>Use</b>", body), Paragraph("<b>Key Feature</b>", body)],
    [
        [Paragraph("Brain Knife", body), Paragraph("Slice brain/large organs", body), Paragraph("Long (25–35 cm), broad blade", body)],
        [Paragraph("Enterotome", body), Paragraph("Open intestines", body), Paragraph("Blunt probe tip to prevent perforation", body)],
        [Paragraph("Rib cutters (Costotome)", body), Paragraph("Cut ribs to open chest", body), Paragraph("Heavy-duty shears", body)],
        [Paragraph("Virchow's skull chisel", body), Paragraph("Detach dura mater", body), Paragraph("T-shaped", body)],
        [Paragraph("Stryker saw (Oscillating)", body), Paragraph("Cut skull cap", body), Paragraph("Vibrating blade", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Medicolegal Significance", sub_head))
for pt in [
    "Standard mortuary instrument — its presence in autopsy kit is expected",
    "Allows systematic examination of the brain to identify <b>cause and manner of death</b>",
    "Critical in cases of head injury, intracranial hemorrhage, poisoning (brain edema)",
    "Note: A 'brain knife' as a spotter = <b>post-mortem dissection tool</b>, NOT a murder weapon",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 5. CASTOR (Ricinus communis)
# ════════════════════════════════════════════════════════════════
story.append(section_banner("5", "CASTOR — Ricinus communis", "🌱"))
story.append(sp(8))

castor_imgs = two_images("castor_plant", "Fig. Ricinus communis plant", "castor_seeds", "Fig. Castor seeds (mottled, oval)", 6.5*cm)
story.append(castor_imgs)
story.append(sp(8))

story.append(Paragraph("Botanical Identification", sub_head))
story.append(info_table([
    ("Family",       "Euphorbiaceae"),
    ("Distribution", "Grows all over India; cultivated and wild"),
    ("Plant",        "Large herb/shrub with palmate (star-shaped), 5–11 lobed leaves"),
    ("Fruit",        "1.2–2.5 cm long, <b>three-lobed, softly spiny capsule</b>; blue-green/rose-red (immature), brown-bristly (ripe)"),
    ("Seeds",        "<b>Smooth, flattened-oval, mottled</b>; light/dark brown with white-yellow or grey markings; have a <b>caruncle</b> (appendage) at one end; 2 sizes — large and small (small ~1.2 cm × 0.8 cm)"),
    ("Oil",          "Pale yellow purgative oil; <b>castor oil is NOT poisonous</b> (ricin destroyed by heat processing)"),
]))
story.append(sp(6))

story.append(Paragraph("Toxic Principles", sub_head))
story.append(info_table([
    ("Ricin",          "<b>Toxalbumin (phytotoxin)</b> — water-soluble glycoprotein; highest concentration in seeds; most toxic part"),
    ("Ricinine",       "Alkaloid — causes CNS excitation, convulsions"),
    ("RCA",            "Ricinus communis agglutinin — haemagglutinin"),
    ("Mechanism",      "Ricin B-chain enters cells; A-chain <b>inhibits protein synthesis</b> by depurinating 28S rRNA in ribosomes — stops all protein production → cell death"),
    ("Route",          "Ingestion (chewed/broken seeds), inhalation, injection, skin contact"),
    ("Fatal dose",     "Seed: <b>2–20 seeds</b> in adults; <b>1 seed</b> can kill a child; Ricin pure: ~1–10 μg/kg body weight"),
    ("Note",           "Unbroken seeds swallowed whole may pass harmlessly; <b>chewed seeds are lethal</b>"),
]))
story.append(sp(6))

story.append(Paragraph("Clinical Features of Poisoning", sub_head))
for pt in [
    "Burning pain in mouth and throat",
    "Nausea, vomiting, profuse watery then <b>hemorrhagic diarrhea</b>",
    "Severe abdominal cramps",
    "Haematuria, oliguria → anuria (renal failure)",
    "Hypotension, tachycardia, cardiovascular collapse",
    "Convulsions, coma, death within 3–5 days",
    "<b>No specific antidote</b> — treatment is supportive",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))
story.append(sp(6))

story.append(Paragraph("Post-Mortem Findings", sub_head))
for pt in [
    "Gastroenteritis — hemorrhagic inflammation of gastric and intestinal mucosa",
    "Congestion and fatty degeneration of liver and kidneys",
    "Congested spleen",
    "Petechial hemorrhages in various organs",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))
story.append(sp(6))

story.append(Paragraph("Medicolegal Importance", sub_head))
for pt in [
    "Accidental (children eating seeds), suicidal, <b>homicidal</b> poisoning",
    "<b>Bioterrorism</b>: Assassination of Georgi Markov (1978) — ricin pellet injected via umbrella tip",
    "Ricin is a potential bioweapon — classified as Category B by CDC",
    "Dust from castor plant: occupational hazard → asthma, allergic rhinitis, dermatitis",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 6. RIFLE BULLET
# ════════════════════════════════════════════════════════════════
story.append(section_banner("6", "RIFLE BULLET", "🔫"))
story.append(sp(8))

bullet_img_side = img_block("bullet_entry", "Fig. Entry wound from distant gunshot — small, circular, inverted margins, abrasion collar", 7.5*cm)
rifled_bore_img = img_block("rifled_bore", "Fig. Cross-section of rifled bore showing lands (L) and grooves (G)", 6*cm)

story.append(Paragraph("The Weapon — Rifled Firearms", sub_head))
story.append(info_table([
    ("Rifling",       "Spiral grooves cut inside barrel — <b>4–7 grooves</b>; raised portions = <b>lands</b>; lowered = <b>grooves</b>"),
    ("Effect",        "Bullet spins on longitudinal axis → <b>gyroscopic stability</b> → accuracy; prevents wobbling in flight"),
    ("Velocity",      "Rifle: <b>~2500 ft/sec</b> (HIGH velocity); Pistol: medium (~1200 ft/sec); Revolver: low (~600–800 ft/sec)"),
    ("Calibre",       "Land-to-land width of barrel: expressed in 1/100th inch (0.22, 0.303, 0.45) or mm (7.62, 9.0)"),
    ("Range",         "Accuracy range: <b>600+ yards</b> (rifle); 100 yards (revolver)"),
    ("Twist",         "One complete turn in 25–35 cm of forward motion; leaves spiral grooves on bullet"),
]))
story.append(sp(6))

r_imgs = Table([[rifled_bore_img, bullet_img_side]], colWidths=[7*cm, 9*cm])
r_imgs.setStyle(TableStyle([("VALIGN",(0,0),(-1,-1),"TOP"),("ALIGN",(0,0),(-1,-1),"CENTER")]))
story.append(r_imgs)
story.append(sp(6))

story.append(Paragraph("Entry Wound Features (Distant Shot >50 cm)", sub_head))
story.append(info_table([
    ("Size",          "<b>Smaller than bullet diameter</b> due to skin elasticity"),
    ("Shape",         "Circular, punched-out, <b>inverted margins</b>"),
    ("Abrasion collar","Present — concentric ring of abrasion from bullet spinning against skin"),
    ("Grease collar", "Dark ring immediately around hole from bullet's surface"),
    ("Blackening",    "Absent (distant shot); Present in close/contact shots"),
    ("Tattooing",     "Absent at distance; Present within 50–60 cm"),
]))
story.append(sp(6))

story.append(Paragraph("Exit Wound Features", sub_head))
for pt in [
    "<b>Larger than entry wound</b> — skin pushed outward by exiting bullet",
    "Margins are <b>everted, ragged, irregular, stellate / cruciate</b>",
    "No abrasion collar, no grease collar, no tattooing",
    "Caused by: bullet deformation, tumbling, bone fragments acting as secondary missiles",
    "In high-velocity rifle wounds: exit may be very large due to <b>temporary cavity</b> effect",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))
story.append(sp(6))

story.append(Paragraph("Entry vs Exit — Summary Table", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Feature</b>", body), Paragraph("<b>Entry Wound</b>", body), Paragraph("<b>Exit Wound</b>", body)],
    [
        [Paragraph("Size", body), Paragraph("Smaller (skin elasticity)", body), Paragraph("Larger", body)],
        [Paragraph("Margins", body), Paragraph("Inverted, regular", body), Paragraph("Everted, ragged, stellate", body)],
        [Paragraph("Abrasion collar", body), Paragraph("Present", body), Paragraph("Absent", body)],
        [Paragraph("Grease collar", body), Paragraph("Present", body), Paragraph("Absent", body)],
        [Paragraph("Blackening/Tattooing", body), Paragraph("At close range only", body), Paragraph("Absent", body)],
        [Paragraph("Bone", body), Paragraph("Punched inward", body), Paragraph("Blasted outward ('bevelled')", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Medicolegal Importance", sub_head))
for pt in [
    "Determine range of fire (contact, near, intermediate, distant) from wound characteristics",
    "Establish direction of shot — critical for homicide vs suicide determination",
    "Rifling marks on bullet → identify specific firearm",
    "Suicide: usually contact/near range; single shot; accessible area (head, chest)",
    "Homicide: may be distant shot; multiple wounds; inaccessible areas (back)",
    "Accidental: circumstances of scene evidence",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 7. SUBDURAL HEMORRHAGE
# ════════════════════════════════════════════════════════════════
story.append(section_banner("7", "SUBDURAL HEMORRHAGE", "🧠"))
story.append(sp(8))

sdh_imgs = two_images("subdural_base", "Fig. Subdural hemorrhage at base of skull", "subdural_oval", "Fig. Subdural hematoma (oval, crescent-shaped)", 6.5*cm)
story.append(sdh_imgs)
story.append(sp(8))

story.append(Paragraph("Definition & Location", sub_head))
story.append(Paragraph(
    "Collection of blood in the <b>subdural space</b> — between the <b>dura mater</b> and <b>arachnoid mater</b>. "
    "Source: usually bridging veins (chronic) or cortical contusions (acute).",
    body))
story.append(sp(6))

story.append(Paragraph("Key Facts", sub_head))
story.append(info_table([
    ("Incidence",     "<b>5% of all head injuries; 50% of fatal head injuries</b>"),
    ("Source (acute)","Cortical contusions → arterial bleeding"),
    ("Source (chronic)","<b>Bridging veins</b> torn by rotational acceleration/deceleration of brain"),
    ("External signs","<b>Often NO external manifestation</b> — scalp may look normal"),
    ("Shape",         "Crescent-shaped; unilateral OR bilateral (diffuse)"),
    ("Brain effect",  "Brain compressed but <b>less ironed out</b> (dura is external to the blood)"),
    ("At autopsy",    "<b>Washed away by thin stream of water</b> (vs EDH: scraped)"),
    ("Lucid interval","<b>Less well defined</b> than extradural (no classic lucid interval)"),
    ("Alcohol",       "Alcohol found in subdural hematoma at autopsy ≈ blood alcohol at time of injury"),
]))
story.append(sp(6))

story.append(Paragraph("Types by Timing", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Type</b>", body), Paragraph("<b>Onset</b>", body), Paragraph("<b>Features</b>", body)],
    [
        [Paragraph("Acute SDH", body), Paragraph("< 72 hours", body), Paragraph("Arterial; rapidly expanding; high mortality", body)],
        [Paragraph("Subacute SDH", body), Paragraph("3–21 days", body), Paragraph("Mixed features", body)],
        [Paragraph("Chronic SDH", body), Paragraph("> 21 days", body), Paragraph("Bridging veins; elderly/alcoholics; may present weeks after minor trauma", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Extradural vs Subdural vs Subarachnoid — Comparison", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Feature</b>", body), Paragraph("<b>Extradural</b>", body), Paragraph("<b>Subdural</b>", body), Paragraph("<b>Subarachnoid</b>", body)],
    [
        [Paragraph("Location", body), Paragraph("Skull & dura", body), Paragraph("Dura & arachnoid", body), Paragraph("Arachnoid & pia", body)],
        [Paragraph("Source", body), Paragraph("Middle meningeal a.", body), Paragraph("Bridging veins / cortical", body), Paragraph("Aneurysm / trauma", body)],
        [Paragraph("Incidence", body), Paragraph("2% head injuries", body), Paragraph("5%; 50% fatal", body), Paragraph("Very common", body)],
        [Paragraph("Lucid interval", body), Paragraph("<b>Classic</b>", body), Paragraph("Less defined", body), Paragraph("Variable", body)],
        [Paragraph("At autopsy", body), Paragraph("Scraped", body), Paragraph("<b>Washed by water</b>", body), Paragraph("Not washable", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Medicolegal Importance", sub_head))
for pt in [
    "<b>Shaken Baby Syndrome</b>: SDH + retinal hemorrhages + no external injury → acceleration-deceleration",
    "Chronic SDH in alcoholics / elderly — may present after trivial or no apparent trauma",
    "Can be non-traumatic (spontaneous) — aneurysm, anticoagulant therapy, tumor",
    "Domestic violence, child abuse, assault cases",
    "If SDH present at autopsy: fresh → preserve portion for <b>alcohol and drugs analysis</b>",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 8. WASHERWOMAN'S HAND
# ════════════════════════════════════════════════════════════════
story.append(section_banner("8", "WASHERWOMAN'S HAND", "🫶"))
story.append(sp(8))

ww_imgs = two_images("washer_hand", "Fig. Washerwoman's hand in drowning — sodden, wrinkled, white skin", "washer_foot", "Fig. Washerwoman's foot — similar changes extend to feet", 6.5*cm)
story.append(ww_imgs)
story.append(sp(8))

story.append(Paragraph("Definition", sub_head))
story.append(Paragraph(
    "A post-mortem change seen in <b>drowning</b> (body immersed in water): absorption of water into the outer layer "
    "(stratum corneum) of the skin causes maceration → the skin becomes <b>sodden, thickened, wrinkled and white/pale</b>, "
    "resembling the hands of a person who has been washing clothes for prolonged periods.",
    body))
story.append(sp(6))

story.append(Paragraph("Timeline of Skin Changes", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Time of Immersion</b>", body), Paragraph("<b>Change Observed</b>", body)],
    [
        [Paragraph("2–4 hours", body), Paragraph("First changes on <b>fingertips</b>", body)],
        [Paragraph("4–8 hours", body), Paragraph("Bleaching of epidermis begins; spreads to palm, back of fingers", body)],
        [Paragraph("~20 hours", body), Paragraph("Fully established: sodden, bleached, wrinkled skin ('washerwoman's hands')", body)],
        [Paragraph("~24 hours", body), Paragraph("Spreads to backs of hands; similar changes on feet", body)],
        [Paragraph("Clothed areas", body), Paragraph("Changes appear later (protected by clothing); feet if wearing shoes: ~2× as long", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Associated Post-Mortem Signs of Drowning", sub_head))

froth_img = img_block("froth_drowning", "Fig. Copious froth from nostrils in drowning", 6*cm)
drowning_pts = [
    Paragraph("<b>External signs:</b>", sub_head),
] + bullet_list([
    "Copious <b>white frothy foam</b> from mouth and nostrils (emphysema aquosum)",
    "Cutis anserina (goose skin) — pilomotor contraction from cold",
    "<b>Cadaveric spasm</b> — clutching weeds, grass, twigs in hands (proves alive when entered water)",
    "Postmortem lividity: <b>light pink</b> (unreduced hemoglobin in cold)",
    "Skin wet, cold, pale; mud/algae/sand in body orifices",
]) + [
    Paragraph("<b>Internal signs:</b>", sub_head),
] + bullet_list([
    "<b>Paltauf's hemorrhages</b>: pale pink/bluish-red subpleural hemorrhages (50% of cases)",
    "Lungs: voluminous, ballooned, overinflated — frothy fluid on cut section",
    "Fresh water: lungs pale, light; Sea water: lungs heavy (~2 kg), purplish",
    "Frothy fluid/water in airways and stomach",
    "Diatom test: diatoms in lung/bone marrow confirms drowning (antemortem immersion)",
])
froth_col = Table([[froth_img]], colWidths=[7*cm])
pt_col   = Table([[p] for p in drowning_pts], colWidths=[9.5*cm])
pt_col.setStyle(TableStyle([("TOPPADDING",(0,0),(-1,-1),1)]))
side2 = Table([[pt_col, froth_col]], colWidths=[10*cm, 7*cm])
side2.setStyle(TableStyle([("VALIGN",(0,0),(-1,-1),"TOP")]))
story.append(side2)
story.append(sp(6))

story.append(Paragraph("Medicolegal Importance", sub_head))
for pt in [
    "Indicates duration of immersion in water — valuable for establishing timeline",
    "Does NOT prove cause of death as drowning (body may have been thrown in post-mortem)",
    "Must correlate with other signs: froth, Paltauf's hemorrhages, diatom test, lung findings",
    "Cadaveric spasm is the strongest evidence that victim was <b>alive</b> on entering water",
    "Postmortem submersion: no froth, no washerwoman's changes initially; no cadaveric spasm",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(PageBreak())

# ════════════════════════════════════════════════════════════════
# 9. HAMMER
# ════════════════════════════════════════════════════════════════
story.append(section_banner("9", "HAMMER (Blunt Weapon)", "🔨"))
story.append(sp(8))

story.append(Paragraph("Description", sub_head))
story.append(Paragraph(
    "A <b>blunt weapon</b> with a heavy metal head (flat striking face + claw or peen) and a handle. "
    "Produces characteristic <b>patterned blunt force injuries</b>. "
    "Commonly used in assaults — associated with <b>homicidal head injuries</b>.",
    body))
story.append(sp(6))

story.append(Paragraph("Injuries Produced", sub_head))
story.append(info_table([
    ("Abrasion",          "Imprint abrasion matching shape of hammer face — rectangular/circular patterned mark"),
    ("Contusion (bruise)", "<b>Patterned contusion</b> — shape of striking surface; may show outline of hammer head"),
    ("Laceration",        "Wound with <b>bruised, crushed, contused margins</b>; tissue bridging across wound; hair bulbs crushed"),
    ("Skull fracture",    "<b>Depressed/comminuted fracture</b> — 'pond fracture' or 'spider-web' pattern matching hammer face"),
    ("Brain injury",      "Extradural hematoma (from skull fracture + meningeal artery tear); cerebral contusion; DAI"),
]))
story.append(sp(6))

story.append(Paragraph("Key Features of Blunt Force Wounds (vs Sharp Force)", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Feature</b>", body), Paragraph("<b>Blunt (Hammer)</b>", body), Paragraph("<b>Sharp (Knife)</b>", body)],
    [
        [Paragraph("Wound edges", body), Paragraph("<b>Irregular, bruised, crushed</b>", body), Paragraph("Clean, sharp, no bruising", body)],
        [Paragraph("Tissue bridging", body), Paragraph("<b>Present</b>", body), Paragraph("Absent", body)],
        [Paragraph("Hair bulbs", body), Paragraph("<b>Crushed</b>", body), Paragraph("Cut cleanly", body)],
        [Paragraph("Shape", body), Paragraph("May be patterned (matches weapon)", body), Paragraph("Linear or slit-shaped", body)],
        [Paragraph("Surrounding area", body), Paragraph("Ecchymosis, swelling", body), Paragraph("No bruising", body)],
        [Paragraph("Deeper tissue", body), Paragraph("Extensive crushing, fractures", body), Paragraph("Track follows blade path", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Manner of Death with Hammer", sub_head))
story.append(comparison_table(
    [Paragraph("<b>Manner</b>", body), Paragraph("<b>Features</b>", body)],
    [
        [Paragraph("Homicidal", body), Paragraph("Multiple blows; different directions; inaccessible areas (occiput, back of head); defense injuries on hands/arms", body)],
        [Paragraph("Accidental", body), Paragraph("Single blow; scene evidence (work accident, fall onto hammer)", body)],
        [Paragraph("Suicidal", body), Paragraph("Extremely rare with a hammer", body)],
    ]
))
story.append(sp(6))

story.append(Paragraph("Medicolegal Importance", sub_head))
for pt in [
    "Shape of wound/fracture pattern may <b>identify the specific weapon</b>",
    "Intermediate object between hammer and head (hair, clothing) → modifies pattern",
    "Multiple wounds with different angles → <b>multiple blows from multiple positions</b> → confirms assault",
    "Distinguish from fall: fall usually produces a single impact point; assault produces multiple",
    "Patterned wound → tool mark evidence → match to hammer recovered at scene",
    "Blood spatter pattern helps reconstruct events",
]:
    story.append(Paragraph(f"• {pt}", bullet_style))

story.append(sp(12))
story.append(hr())
story.append(sp(6))
end_style = make_style("EndNote", fontSize=9, textColor=colors.grey, leading=14, alignment=TA_CENTER, fontName="Helvetica-Oblique")
story.append(Paragraph("— End of FMT Spotter Guide —", end_style))
story.append(Paragraph("Sources: KS Narayan Reddy's Essentials of Forensic Medicine & Toxicology (36th Ed. 2026) · Parikh's Textbook · PC Dikshit's Textbook", end_style))
story.append(Paragraph("Compiled by Orris AI Assistant | For Academic Use Only", end_style))

# ── build PDF ────────────────────────────────────────────────────────────────
doc.build(story, onFirstPage=cover_page, onLaterPages=on_page)
print(f"PDF built → {OUTPUT_PATH}")
Running Command

cd /home/daytona/workspace/fmt-spotter-guide && python3 build_pdf.py 2>&1

PDF built successfully! One image (cutis anserina) had a 403 error but all others loaded fine. Let me verify the output.
Running Command

ls -lh /home/daytona/workspace/fmt-spotter-guide/ && python3 -c "from pypdf import PdfReader; r=PdfReader('/home/daytona/workspace/fmt-spotter-guide/FMT_Spotter_Guide.pdf'); print(f'Pages: {len(r.pages)}'); print('Title:', r.metadata.title)"

Your FMT Spotter Guide PDF is ready - 17 pages, 7.6 MB, with real textbook images embedded throughout.

FMT Spotter Guide

PDF Document · PDF


What's inside:
#SpotterImages
1Liver CirrhosisAutopsy descriptions + comparison tables
2Russell's ViperActual photo of Russell's viper + cobra vs viper comparison table
3Summons / SubpoenaFull legal framework + punishment table
4Brain KnifeDescription, uses at autopsy, instrument comparison table
5Castor (Ricinus communis)Plant photo + seeds photo + poisoning features
6Rifle BulletEntry wound photo + rifled bore diagram + entry vs exit table
7Subdural Hemorrhage2 SDH photos + EDH vs SDH vs SAH comparison
8Washerwoman's HandHand + foot maceration photos + drowning signs + Paltauf's
9HammerBlunt vs sharp wound table + manner of death analysis
Each section has: definition, key identification points, colour-coded info tables, comparison tables, and medicolegal importance - formatted for quick spotter recall.
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