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Field guide, September 2026. 14 chapters.

Child abuse medical records: sentinel injuries, abusive head trauma and the workup

For prosecutors, defense attorneys, family court and civil counsel, legal nurse consultants and expert witnesses. You walk away with the published screening rules mapped to the records that show them, a decision path for checking the workup, a differential table, a prior-visit timeline method and 3 copy-ready templates.

Child abuse medical records are the pediatric, emergency, imaging, lab and consult documents used to decide whether an injury was inflicted, accidental or medical. Reviewers check prior visits for sentinel injuries, bruising against the TEN-4-FACESp rule, the skeletal survey and its follow-up, the head imaging and eye exam, the differential workup for bleeding and bone disorders, and the report to child protective services.

A child abuse case is argued from records that were never written for court. A well-baby visit that noted a small bruise. An emergency note that took a history from a frightened parent at 2 a.m. A skeletal survey, a repeat survey 2 weeks later, a hematology consult, an eye exam and a hotline report. The same pages carry the prosecution's theory, the defense's alternative and the family court's safety decision, so whoever organizes them first shapes what everyone else sees.

9 numbers

Child abuse records in 9 numbers

95.6%
sensitivity of the TEN-4-FACESp bruising rule in children under 4, with 87.1% specificity, in a 5-hospital validation study
Pierce and colleagues, JAMA Netw Open, 2021
27.5%
of 200 infants with definite abuse had a prior sentinel injury in the medical history; none of 101 nonabused controls did
Sheets and colleagues, Pediatrics, 2013
41.9%
of cases, medical providers were reportedly aware of the sentinel injury (the abstract gives no denominator)
Sheets and colleagues, Pediatrics, 2013
2.2%
of 511 children not yet cruising had any bruise at a well-child visit
Sugar and colleagues, Arch Pediatr Adolesc Med, 1999
31.2%
of 173 children under 3 with abusive head injuries had been seen by a physician earlier without the diagnosis being made
Jenny and colleagues, JAMA, 1999
20
images when the views in the complete skeletal survey table are counted; a single whole-body babygram should not be performed
ACR and SPR practice parameter, revised 2021
15.6%
of 796 follow-up skeletal surveys found at least 1 new fracture
Harper and colleagues, Pediatrics, 2013
11.9%
of 134 household contacts under 24 months had an abusive fracture on skeletal survey, none visible on exam
Lindberg and colleagues, Pediatrics, 2012
2009
the AAP adopted the term abusive head trauma, and the first child abuse pediatrics board exam was given
AAP policy statement, 2009; AMA reporting, 2010
Chapter 1 Everyone

What counts as a child abuse medical record

There is no single chart. A physical abuse evaluation pulls records from every place the child has been seen, to ask whether the injuries and the explanation fit an accident, a medical condition or an inflicted injury.

The literature is younger than many assume. C. Henry Kempe and colleagues published "The battered-child syndrome" in JAMA in 1962. Most of the screening rules and imaging protocols here date from the last 20 years, so older records may predate them.

The AAP's 2015 clinical report on the evaluation of suspected child physical abuse lists the physician's roles: identifying abused children, reporting to the child protection agency, coordinating with other professionals and "providing court testimony when necessary." Each role leaves a document.

A prosecutor reads the file for injury, timing and access. Defense counsel reads it for the alternative the workup missed and for anchoring, an early label that shaped every later note. Family court counsel reads it for safety, on a faster clock. Civil counsel reads it for failure to diagnose and failure to report (chapter 7).

Sentinel injury
A minor injury, such as a bruise or mouth injury, in an infant, suspicious because the baby could not cruise or the explanation was implausible, found before a more serious abusive injury.
Abusive head trauma (AHT)
The AAP's term since 2009 for inflicted injury to the head and its contents, from shaking, impact or both.
Skeletal survey
A standardized set of separate x-rays of the whole skeleton, to find fractures that cannot be seen or felt.
Precruiser
A baby not yet pulling up and walking along furniture. Bruising is rare at this stage.
Child protection team
A hospital group, usually led by a child abuse pediatrician, that consults on suspected abuse. Its notes are often filed apart from the treating team's.
Chapter 2 Everyone

Sentinel injuries: the prior visit that the case turns on

In many serious infant abuse cases, the most important record is from a visit weeks before the admission, where a small injury was seen, charted and explained. Sheets and colleagues defined it in a 2013 Pediatrics study of 401 infants under 12 months evaluated by a hospital child protection team, "Sentinel injuries in infants evaluated for child physical abuse." They defined it as "a previous injury reported in the medical history that was suspicious for abuse because the infant could not cruise, or the explanation was implausible."

About 3 of 1027.5%

Infants with definite abuse who had a previous sentinel injury: 27.5% of 200. The figure was 8% of 100 infants with intermediate concern and 0 of 101 nonabused infants. Sheets and colleagues, Pediatrics, 2013.

In the abused group, 80% of sentinel injuries were bruises and 11% were intraoral injuries. 66% happened before 3 months of age and 95% at or before 7 months. The abstract adds that medical providers were reportedly aware of the sentinel injury in 41.9% of cases, without stating the denominator; check the full text before quoting it.

Mobility is the first fact to find

The definition turns on whether the baby could cruise. That comes from a 1999 community study by Sugar and colleagues, "Bruises in infants and toddlers: those who don't cruise rarely bruise," which examined 973 children under 36 months at well-child visits.

Share of children with any bruise, by age and mobilityn = 973Sugar and colleagues, 1999
Under 6 months (366)0.6% Not yet cruising (511)2.2% Cruisers17.8% Walkers51.9%

Bruises are common once a child moves on their own and rare before that, so a bruise note without age and mobility is missing half its meaning.

The authors concluded that bruises in infants under 9 months not yet beginning to ambulate "should lead to consideration of abuse or illness as causative." The word "illness" is theirs.

How to hunt for a sentinel injury

  1. List every encounter from birth. Well-child, urgent care, emergency, telehealth, advice lines, pharmacy.
  2. Read the skin and mouth exam in each. Look for bruise, mark, discoloration, petechiae, a torn frenulum or blood in the mouth, and any body diagram.
  3. Record age and mobility on that date, from the chart, not from later testimony.
  4. Record the explanation, who gave it and the plan: survey, consult, report or nothing.
  5. Check portal messages and photos. They are part of the record and often missing from a standard production.

Defense teams run the same hunt: a bruise that was examined, explained and followed up may undercut a theory of repeated abuse.

Chapter 3 Building

The TEN-4-FACESp bruising rule and how to test the exam against it

TEN-4-FACESp is a bruising clinical decision rule. It tells a clinician when bruising in a young child warrants further evaluation for abuse. It does not diagnose abuse, and its authors say so.

Pierce and colleagues derived the original TEN-4 rule in a 2010 pilot study of 95 children admitted to intensive care for trauma: bruising on the torso, ear or neck up to age 4, or anywhere on an infant under 4 months, with 97% sensitivity and 84% specificity. The team then refined the rule and validated it internally (bootstrap resampling) at 5 urban children's hospital emergency departments, published in JAMA Network Open in 2021. They screened 21,123 children, enrolled 2,161 under 4 with bruising, recorded bruising in 34 body regions, and had an expert panel classify 410 as abuse and 1,713 as nonabuse. The refined rule was 95.6% sensitive and 87.1% specific. Its positive predictive value was 63.9%: about 1 in 3 children who screened positive had been classified as nonabuse.

TEN-4-FACESp, component by componentchildren under 4 yearsPierce and colleagues, JAMA Netw Open, 2021
Component 1Region: TEN and FACESBruising on the torso, ear or neck, or on the frenulum, angle of the jaw, fleshy cheeks, eyelids or subconjunctivae
Component 2Age: 4Bruising anywhere on an infant 4.99 months of age or younger
Component 3Pattern: pPatterned bruising

A positive finding on any component "indicated a potential risk for abuse" and warrants further evaluation. It is a screen for more workup, not a finding.

The rule is only as good as the exam behind it.

An emergency skin exam, read against TEN-4-FACESphypotheticalIllustration
Emergency department physical exam Infant, hypothetical
Patient
Age4 months 2 weeks1
DevelopmentRolls front to back, not sitting2
Skin
Findings1 cm bluish mark left cheek, parent reports "sibling hit him with a toy"3
Ears, neck, torsoNot documented4
HEENT
MouthMoist mucous membranes5
EyesPERRL, no discharge6
Hypothetical
  1. 1
    Age triggers component 2At 4.99 months or younger, any bruise is a positive screen. Compute age from the date of birth yourself.
  2. 2
    Mobility is documentedA precruiser, the fact the sentinel definition turns on.
  3. 3
    Cheek is a FACES regionThe explanation is recorded. Whether it fits is an expert question.
  4. 4
    A gap, not a negative"Not documented" does not mean clear. Log it.
  5. 5
    Frenulum not addressedA FACES region and a common site of intraoral sentinel injury.
  6. 6
    Eyelids and subconjunctivaeA pupil exam does not describe them. Another gap.

The screen is positive on 2 components, and 3 regions the rule depends on were never documented.

MythA positive TEN-4-FACESp result means the child was abused.
RuleThe study calls it "a potential risk for abuse" that warrants "further evaluation." The rule selects children for workup; experts decide cause.
MythThe rule applies to any child.
RuleIt was validated in children under 4 with bruising in pediatric emergency departments. Outside that group, an expert has to explain why it applies.
Chapter 4 Building

The skeletal survey, the repeat survey and screening the household

Fractures in infants are often invisible, and a healing rib fracture may produce no swelling at all. The AAP's 2009 statement on diagnostic imaging of child abuse gives imaging 2 jobs in 1 sentence: "to identify the extent of physical injury when abuse is present and to elucidate all imaging findings that point to alternative diagnoses." A survey is as much a search for a medical explanation as a search for injury.

The technical standard is the ACR and SPR Practice Parameter for the Performance and Interpretation of Skeletal Surveys in Children, revised 2021 and amended 2023. For suspected abuse, each region "should be imaged with a separate radiographic exposure," and:

"A single radiograph (babygram) of the entire infant should not be performed."

ACR and SPR skeletal survey practice parameter, section IV.A (revised 2021)
The complete skeletal survey table20 imagesACR and SPR practice parameter, revised 2021
RegionViews listedImages
Humerus, forearm, hand, right and leftAP (hands PA)6
Femur, tibia and fibula, foot, right and leftAP6
Thorax, including sternum, ribs, thoracic and upper lumbar spineAP, lateral, right and left obliques4
Abdomen and pelvisAP1
Lumbosacral spineLateral1
Skull, including cervical spine if neededFrontal and lateral2

Count the produced images against this table. A separate cervical spine view is added if the lateral skull view does not show it completely, so 21 can be correct. The radiologist may drop the 2 skull views after a recent head CT with good 3-D reconstructions, so 18 can be correct if the CT is in the file.

The parameter says "a second interpretation by a pediatric radiologist may add value." It lists findings that, "particularly in children younger than 2 years old, suggest a need to consider child abuse and to perform a skeletal series," including bruising, burns, single unexplained fractures, and retinal and intracranial hemorrhages. It calls classic metaphyseal lesions and posterior rib, scapular, spinous process and sternal fractures "highly specific," and warns that "knowledge of variants and simulators of traumatic findings" is necessary.

The follow-up survey

The ACR says a follow-up survey "may be indicated in the setting of nonaccidental injury" but sets no interval. A 2017 review in the Journal of the Belgian Society of Radiology puts it at 10 to 14 days after the first survey, when a fracture invisible on day 1 may show healing. Harper and colleagues measured what the repeat finds, using data from 20 US child abuse teams, published in Pediatrics in 2013.

38.8%of 2,049 children with a first survey had a follow-up survey (796)
21.5%of follow-up surveys identified new information
15.6%found at least 1 new fracture
6.9%gave reassuring findings compared with the first survey

The last number matters to the defense: a repeat survey can take a suspected fracture off the table. 61% of children with a first survey in that network had no follow-up survey.

Siblings and household contacts

In a 2012 study by Lindberg and colleagues, contacts of abused children were screened by age: exam under 5, exam and skeletal survey under 24 months, and neuroimaging added under 6 months. Surveys found an abusive fracture in 16 of 134 contacts under 24 months (11.9%), none with a finding on exam. Twins had an odds ratio of 20.1 compared with nontwin contacts, so a case may involve several children's charts.

Checking the imaging workup: a decision path for reviewersworkflowIllustration built on the ACR and SPR parameter and the studies above
1
Was the child under 2 with a finding the ACR names?
YesFind the survey order, images and final report. Go to 2.
NoRecord age, findings and any note explaining the imaging chosen. Whether a survey was indicated is an expert question.
2
Do the images match the complete table, 1 exposure per region?
YesNote the reader and any pediatric radiology second read. Go to 3.
NoList missing views or a whole-body image, request the full DICOM study, flag it for a radiology expert.
3
Was a follow-up survey done?
YesCompare the reports: interval in days, new findings, findings withdrawn.
NoSearch discharge and social work notes for the plan and why it lapsed. Log the gap with a cite.
4
Is a differential workup documented for every finding?
YesCite each test and consult against its finding (chapter 6).
NoList findings with no documented alternative. This list is often the center of a defense review.

Every step ends in a cited fact or a logged gap. The expert decides whether imaging was adequate, from a clean list.

Chapter 5 Deciding

Abusive head trauma: the terminology and the debate over the triad

No part of child abuse litigation is more contested than infant head injury. Both sides read the same CT and MRI, eye exam, histories, labs and resuscitation record. What differs is how the literature is read.

From "shaken baby syndrome" to abusive head trauma

In 2009 the AAP Committee on Child Abuse and Neglect issued "Abusive head trauma in infants and children." It said that "although shaking an infant has the potential to cause neurologic injury, blunt impact or a combination of shaking and blunt impact cause injury as well," and recommended that pediatricians:

"embrace a less mechanistic term, abusive head trauma, when describing an inflicted injury to the head and its contents."

AAP Committee on Child Abuse and Neglect, Pediatrics 123(5):1409, 2009

The 2020 revision warns that failure to recognize AHT "at any step in the process, from medical diagnosis to child protection and legal decision-making, can place children at risk," and calls itself "not a comprehensive exposition of the science." In the chart, word choice is evidence: "shaken baby" commits to a mechanism, "concern for nonaccidental trauma" does not.

The 2 positions, in their own words

The debate often centers on the "triad" of subdural hemorrhage, retinal hemorrhages and encephalopathy, and how much weight those findings carry in concluding that an infant was injured by another person.

The 2018 consensus statement

Source
Choudhary and colleagues, "Consensus statement on abusive head trauma in infants and young children," Pediatric Radiology, 2018. 15 authors from radiology, child abuse pediatrics, neurosurgery and law, in the US and Europe
Core claim
AHT is "the leading cause of fatal head injuries in children younger than 2 years," and "there is no controversy concerning the medical validity of the existence of AHT"
Diagnosis
By a multidisciplinary team from history, exam, imaging and labs; the workup "must exclude medical diseases that can mimic AHT"
Alternative theories
"No reliable medical evidence" that venous sinus thrombosis, hypoxic-ischemic injury, lumbar puncture or choking and vomiting cause the constellation; no substantiation, remote from birth, for rebleeding of an asymptomatic birth-related subdural hemorrhage
Courts
"The courtroom has become a forum for speculative theories"; AHT "is a medical conclusion, not a legal determination of the intent of the perpetrator"

The 2016 and 2017 Swedish systematic review

Source
Lynøe and colleagues, "Insufficient evidence for 'shaken baby syndrome': a systematic review," Acta Paediatrica, 2017. The journal version of report 255 of SBU, the Swedish Agency for Health Technology Assessment and Assessment of Social Services, published October 2016. 6 authors from Karolinska Institutet, Lund University and Umeå University
Core claim
"Insufficient scientific evidence on which to assess the diagnostic accuracy of the triad in identifying traumatic shaking (very low-quality evidence)," and "limited scientific evidence that the triad and therefore its components can be associated with traumatic shaking (low-quality evidence)"
Diagnosis
Screened 3,773 abstracts and included 30 studies, using confessions or witnessed cases of shaking or accidents as reference standards
Alternative theories
Not assessed; the review graded the evidence base. 28 of 30 studies had high risk of bias, tied to methodological shortcomings and "circular reasoning" in classifying cases, and none had low risk
Courts
The introduction names the risk to families and to trust in the medicolegal system; the review did not analyze court cases. The issue that published it carried 12 comments, and more followed in other journals

Both documents are narrower than they are often quoted. The review asked about the triad's accuracy for shaking; the consensus addresses AHT as a whole, including impact. Many disputes are about 1 finding, not all 3.

What the courts have said

In Cavazos v. Smith, 565 U.S. 1 (2011), a per curiam opinion reversed a federal appeals court that had overturned a state conviction in an infant shaking case, holding that the jury's verdict was not irrational and that federal courts owed deference to the state court. It added: "Doubts about whether Smith is in fact guilty are understandable." Justice Ginsburg, joined by Justices Breyer and Sotomayor, dissented, writing that doubt has increased in the medical community "over whether infants can be fatally injured through shaking alone," quoting State v. Edmunds, 2008 WI App 33. The case turned on the standard of review, and both sides cite it.

In federal court, admissibility runs through Federal Rule of Evidence 702, amended December 1, 2023 to require the proponent to show it is "more likely than not" that the testimony meets the rule. State rules vary.

Who the experts are

Child abuse pediatrics is a board-certified subspecialty, announced by Block and Palusci in 2006 as "a new pediatric subspecialty." The first certifying exam was given in November 2009, and 184 of 216 candidates passed. Training is a 3-year fellowship after pediatric residency. Check who evaluated the child and which consults are in the file, with dates and reasoning.

Chapter 6 Deciding

The differential diagnosis and the record that tests each alternative

The AAP's 2014 report on evaluating children with fractures states the stakes for both sides: "Although the consequences of failing to diagnose an abusive injury in a child can be grave, incorrectly diagnosing child abuse in a child whose fractures have another etiology can be distressing for a family." Its 2022 report on bleeding disorders in suspected child abuse makes 2 points a reviewer should quote together: "not every child with bruising/bleeding that may raise a concern for abuse requires an evaluation for bleeding disorders," and "bleeding disorders cannot be ruled out solely on the basis of patient and family history, no matter how extensive."

Alternative explanations and where the record shows each was tested6 categoriesAAP 2014 and 2022 clinical reports; ACR and SPR parameter; 2018 consensus statement
AlternativeWhat the cited source saysWhere the record shows it was consideredGap to log
Bleeding disorderCannot be ruled out on history alone; presentation and prevalence guide how far testing goes (AAP, 2022)Hematology consult, coagulation results with collection times, blood products given before the drawBleeding or bruising with no documented reasoning about testing
Bone fragility, such as osteogenesis imperfectaDiseases that predispose to fractures belong in the differential (AAP, 2014); radiologists need knowledge of variants and simulators (ACR)Genetics consult, family fracture history, the radiologist's comments on bone appearanceMultiple fractures with no documented consideration of a bone disorder
Metabolic bone disease, such as ricketsA targeted exam of wrists and knees is recommended when metabolic disease is evaluated (ACR, IV.B)Endocrinology consult, bone labs, feeding and prematurity historyNo metabolic workup documented where the history raised the question
Accidental mechanismAHT components include fractures "inconsistent with the provided mechanism of trauma" (consensus, 2018)First history as told, each retelling with teller and time, EMS run sheet, developmental stageRetellings undated; developmental stage missing
Birth-related injuryNo substantiation, remote from birth, for rebleeding of an asymptomatic birth-related subdural hemorrhage (consensus, 2018)Delivery record, instruments used, newborn exam and imagingBirth records never requested in an infant head injury case
Other proposed mechanisms"No reliable medical evidence" for venous sinus thrombosis, hypoxic injury, lumbar puncture or choking (consensus, 2018); raised by some defense expertsImaging times, resuscitation record, procedure notes, symptom historySequence of events not reconstructable from the file

The reviewer's job is the last 2 columns: find the record, log the gap. The second column is where experts disagree.

The table is not an exhaustive differential. Which tests a child needed is for the experts, and the consensus position on alternative mechanisms is itself contested (chapter 5).

Anchoring, seen from both sides

For the prosecution, anchoring can look like an accidental history accepted without testing. For the defense, it can look like "NAT" written at triage, before imaging or labs, and copied forward while the differential went untested. Either way, date the first appearance of every label, note who wrote it and what evidence existed then.

Chapter 7 Everyone

Mandated reporting, CAPTA and the civil claims that follow

The Child Abuse Prevention and Treatment Act (CAPTA) is a federal grant statute. It does not itself order a doctor to report; it conditions funding on each state having a reporting system. Under 42 USC 5106a(b)(2)(B), a state must have a law or program that includes:

"provisions or procedures for an individual to report known and suspected instances of child abuse and neglect, including a State law for mandatory reporting by individuals required to report such instances"

42 USC 5106a(b)(2)(B)(i)

The same list requires immunity "for individuals making good faith reports," reaching those who assist "including medical evaluations or consultations" (clause (vii)). CAPTA's definitions, in the notes to 42 USC 5101, set a floor: "at a minimum, any recent act or failure to act on the part of a parent or caretaker, which results in death, serious physical or emotional harm, sexual abuse or exploitation," or which "presents an imminent risk of serious harm."

Everything else is state law: who must report, the level of suspicion, the deadline and the penalty. Read the statute where the care happened, as it stood on the date of care.

What HIPAA allows

45 CFR 164.512(b)(1)(ii) permits disclosure to "a public health authority or other appropriate government authority authorized by law to receive reports of child abuse or neglect." And under 45 CFR 164.502(g)(5), a covered entity may decline to treat a person as the child's personal representative if it reasonably believes the child "has been or may be subjected to domestic violence, abuse, or neglect by such person," and decides that doing so is not in the child's best interest. When both conditions are met, a parent's request for the child's records can be refused.

How a suspicion becomes 4 sets of recordsworkflowIllustration; steps and agencies vary by state
Step 1Concern documentedThe first note that names the concern
Step 2Report madeTime, reporter, report number
Step 3InvestigationAgency and law enforcement files, safety plans
Step 4ProceedingsDependency, criminal and civil, each with its own discovery rules

The chart usually records step 2 in 1 line. Its time against the time of step 1 is often what a failure to report claim is built on.

Failure to diagnose and failure to report

The leading early case is Landeros v. Flood, 17 Cal. 3d 399 (1976). The complaint alleged that a physician and hospital failed to diagnose battered child syndrome in an infant, who was returned to her mother's custody, and that the abuse resumed. The trial court dismissed; the California Supreme Court reversed, letting the claim go forward.

In a 1999 JAMA study of 173 children under 3 with abusive head injuries, Jenny and colleagues found that 54 (31.2%) had been seen by physicians after the injury without the diagnosis being made. Mean time to correct diagnosis was 7 days, and 4 of 5 deaths in that group might have been prevented by earlier recognition. The authors also noted that diagnosis "can be difficult in the absence of a history." Each side cites the half that helps it.

Whether a child can sue a mandated reporter who failed to report is a state law question with no national answer. The good-faith immunity CAPTA requires shields reporters from suits by families later cleared, within limits each state sets.

Chapter 8 Building

Organizing a multi-provider pediatric record

Before anyone reads for meaning, the file needs 1 source list, 1 page numbering system and 1 timeline.

Where the records live, and how they go missing10 sourcesIllustration
SourceWhat it showsProduction trap
Birth hospitalDelivery, newborn exam and imagingFiled under the mother's chart or a newborn placeholder name
Primary pediatricianWell-child visits, growth charts, milestonesGrowth charts and portal messages left out
Urgent care, telehealth, advice linesMinor injuries, often the sentinel visitNobody knows the visit happened until a bill shows it
EMSScene findings, first history, timesSeparate agency, separate request
Emergency department and PICUTriage, exam, first imaging, course, consultsTriage, nursing and flowsheets produced apart from physician notes
RadiologyCT, MRI, first and follow-up surveysReports without images; follow-up done elsewhere
OphthalmologyRetinal exam and photographsPhotographs stored in the device system
Hematology, genetics, endocrinologyDifferential workupSend-out results that arrived after discharge
Child protection team and social workConsult, photographs, interviews, report detailsFiled as confidential note types excluded from routine release
Siblings' recordsContact screening, their own prior visitsEach child needs separate authority; pages get mixed

Request each source by name. A "complete medical record" request rarely brings the photographs, portal messages, call logs or the child protection note.

The route depends on who asks: statutory authority, subpoena or court order, often under a protective order, and state law may add protections for abuse records. The basics are in how to get medical records for a lawsuit. If a late entry matters, the hospital's own EHR audit trail is a separate request (EHR audit trails in medical malpractice).

  1. Build the source list: facility, dates requested and received, format, page count.
  2. Separate the children before numbering. Sibling pages in the index child's file are common after contact screening.
  3. Number every page once, before sorting, so every cite survives reordering.
  4. Remove exact duplicates, keep near-duplicates. A copy with 1 added line may be an addendum; it belongs next to the original.
  5. Compute age at every encounter from the date of birth. The sentinel and TEN-4-FACESp analyses depend on it.
  6. Run 2 tracks: what happened to the child, and who knew what when.

0 of 12 checked

Chapter 9 Building

Worked example: a prior-visit timeline for an infant head injury

The file arrives as 1,900 pages from 7 sources. The reviewer builds the source list, numbers pages, computes age at each encounter and lays every visit on 1 timeline.

Infant J.: every encounter from birth to follow-uphypotheticalIllustration
  1. Birth
    Vaginal delivery, no instruments

    Newborn exam: skin intact, no bruising noted.

    Birth hospital, delivery record p. 14; newborn exam p. 22
  2. 6 weeks
    Well visit: 1 cm bruise on right upper arm

    Parent B: "from the car seat buckle." Not rolling. No plan documented. Positive on TEN-4-FACESp by age; a precruiser; a sentinel injury candidate.

    Pediatrician, visit note p. 41
  3. 9 weeks
    Urgent care: fussy, "streak of blood" in spit-up

    Mouth: "no lesions." Frenulum not specifically documented. Diagnosis: reflux.

    Urgent care note p. 203
  4. 12 weeks
    Portal photo: not produced

    The pediatrician's reply mentions "the picture you sent of his leg." Photo and message are missing.

    Pediatrician, portal reply p. 58
  5. 20 weeks
    Emergency department: CT shows subdural hemorrhage

    Triage history from Parent A: "went limp after a bottle." Physician note later: "rolled off couch." Child protection team consulted; agency report made.

    ED triage p. 610; physician note p. 614; child protection consult p. 702; social work p. 780
  6. Day 1
    Skeletal survey: "possible" healing posterior rib fractures

    18 images, skull views omitted after head CT with 3-D reconstruction. Ophthalmology: retinal hemorrhages, photographs "obtained."

    Radiology p. 655; ophthalmology p. 690
  7. Day 2 on
    Send-out coagulation panel: result not produced

    Initial labs normal; send-out "pending at discharge." No result anywhere in the file.

    Hematology consult p. 720; lab report p. 731
  8. Day 14
    Follow-up skeletal survey: not done

    Ordered for 2 weeks. Infant placed with a relative on day 6; social work note says "to be rescheduled." No later record.

    Discharge summary p. 845; social work p. 791

Gaps cited to the pages that imply them. None decides the case. All of them change what the experts can say.

A prosecution reviewer sees a bruise at 6 weeks in a baby who could not roll, not followed up, and a history that changed between triage and the physician note. A defense reviewer sees rib findings called "possible" with no repeat survey, a missing hematology result and missing retinal photographs. Both need the 12-week portal photo. The timeline makes each reading checkable.

Missing recordImplied byNext step
Portal photo and message, 12 weeksp. 58request portal export
Send-out coagulation resultp. 731request from lab
Retinal photographsp. 690request from device system
Follow-up survey, or reason not donepp. 791, 845ask agency and new pediatrician
Gaps logged4each with a cite and a dated request
Chapter 10 Everyone

Where AI helps and where it fails on child abuse records

The work in chapters 8 and 9 is sorting thousands of pages, which suits AI medical record review. A large language model (LLM) using clinical natural language processing can find every skin exam, stated history and pending test faster than a person paging through PDFs. The deciding evidence, though, is often not text: photographs, x-rays, CT, MRI and body diagrams.

By hand
Prior-visit timelineDays of paging, retyping dates
Changing historiesFound only if someone reads every note side by side
Missing recordsNoticed when an expert asks
Cite each factManual page references, often dropped
With AI and a human reviewer
Prior-visit timelineDraft AI medical chronology across all sources, age on every entry
Changing historiesEvery stated history pulled with teller, time and cite
Missing recordsUnproduced records flagged with the line that implies them
Cite each factPage-level citation on every line, checked before use

Where it fails

  • Images. A model reading a report sees words about an image. It cannot read a survey, judge a bruise photo or date a fracture.
  • Hedges. AI summaries that drop "possible" turn "possible healing rib fracture" into "rib fracture." Check every summarized finding against the source words.
  • Labels that spread. If triage wrote "NAT" and 40 notes copied it forward, a model counting mentions treats it as well supported. The first mention matters more than the count.
  • OCR and handwriting. Optical character recognition (OCR) and handwriting recognition misread scanned dates, and a 1 cm bruise can become 7 cm. Low-confidence pages need a human read.
  • Hallucination. Generative AI can state a fact no page supports, and notes drafted by ambient AI scribes can carry errors into the chart itself.

The fixes are plain: a page-level citation on every line and a human-in-the-loop reviewer who reads the cited page before anything is used. Lawyers were sanctioned under Rule 11 for fabricated AI-generated citations in Mata v. Avianca (S.D.N.Y. 2023); a fabricated clinical fact in an expert disclosure is the same failure.

Vendor checklist for HIPAA compliant AI on a child abuse file

1

A citation on every line

No citation, no use.

2

A signed BAA, SOC 2, no training on your data

A minor's records, often under a protective order. Get the business associate agreement first and check the order.

3

Keeps each child separate

Siblings as separate sources, and a flag when 1 child's pages appear in another's file.

4

Quotes findings word for word

Hedged radiology and consult language must survive intact.

5

Says what it will not do

No abuse likelihood score, no fracture dating, no opinion on cause. A tool that claims those is a liability in a deposition.

Legal AI tools also help with deposition summaries and redacting the child's identifiers in exhibits, again as cited drafts a person checks.

Chapter 11 Building

Templates: records request, workup worksheet and prior-visit log

Adjust the legal basis to your role and any protective order.

1. Pediatric records request list

Attach to a subpoena, order or authorized request, 1 per facility.

RE: [CHILD INITIALS], DOB [DATE], MRN(s) [IF KNOWN]
Date range: [BIRTH OR START] to [END]
Legal basis: [SUBPOENA / COURT ORDER / AGENCY AUTHORITY]

Please produce for the date range:
[ ] All encounter notes: well-child, sick, urgent care,
    telehealth, ED, inpatient, with triage and nursing notes
[ ] Growth charts and developmental milestones
[ ] Portal messages with attachments and photographs
[ ] Nurse advice line records
[ ] All imaging in native DICOM with reports, including
    initial and follow-up skeletal surveys
[ ] Ophthalmology notes and retinal photographs
[ ] Hematology, genetics, endocrinology consults and results,
    including send-out results received after discharge
[ ] Child protection team notes and clinical photographs
[ ] Social work notes and any agency report record
[ ] Birth records if this facility delivered the child

If any category is withheld or does not exist, please say
so in writing, with the reason.
Contact: [NAME, ROLE, PHONE, EMAIL]

2. Workup review worksheet

1 block per finding. Record columns come only from the file, with a cite; judgment is for the expert.

CHILD: [INITIALS]  DOB: [DATE]  REVIEWER: [NAME]

FINDING: [e.g., cheek bruise / subdural hemorrhage]
  First documented:  [DATE, TIME] by [ROLE], p. [__]
  Source words:      "[QUOTE, WITH ANY HEDGE]"
  Age / mobility:    [__ weeks] / [as charted], p. [__]
  Histories:         [DATE, TELLER, QUOTE, p. __] (repeat)
  Imaging:           [STUDY, DATE, IMAGE COUNT, READER, p. __]
  Follow-up imaging: [DONE p. __ / NOT DONE, REASON p. __]
  Alternatives documented:
    Bleeding:     [TEST OR CONSULT, p. __ / NONE FOUND]
    Bone:         [TEST OR CONSULT, p. __ / NONE FOUND]
    Metabolic:    [TEST OR CONSULT, p. __ / NONE FOUND]
    Accidental:   [HOW TESTED, p. __ / NONE FOUND]
    Birth:        [RECORD, p. __ / NOT REQUESTED]
  Gaps:              [MISSING RECORD, IMPLIED BY p. __]
  For expert:        [QUESTIONS ONLY]

3. Prior-visit and sentinel injury log

1 row per encounter since birth, in date order.

DATE | AGE (WEEKS) | SOURCE | MOBILITY | SKIN EXAM | MOUTH EXAM
     | HISTORY (TELLER) | PLAN | CITE

Rules:
- Compute age from DOB; never copy a rounded age.
- Write "not documented" for any region not mentioned.
  Never write "normal" for silence.
- PLAN: survey, consult, report, photo, or "none".

Flag for expert review when:
[ ] a bruise or mouth injury appears before cruising
[ ] the child is 4.99 months or younger with any bruise
[ ] a record is referenced but not produced
Chapter 12 Publisher

What Medrecords AI does with a child abuse file

Medrecords AI is medical chronology software. It works on the records you upload; it does not request or retrieve records from providers or agencies. On a child abuse file it does 5 things:

What it does not do: read images for findings, date fractures, judge whether a history fits an injury, score the likelihood of abuse or give legal advice. Flags are signals, not verdicts. It runs under SOC 2 and HIPAA with a signed BAA (see security and HIPAA). Self-Service bills 10 cents a deduplicated page, down to 5 cents at volume, duplicates free; Enterprise On-Prem is an annual license. Related: child custody evaluation record review and record review for legal nurse consultants.

The offer

See a cited prior-visit timeline from your own file.

Book a demo on a pediatric file, then run your first case free on us. Every line is cited to its source page. You review, you revise, you sign.

Scheduling only. No records move from a public page.

Chapter 13 Everyone

Frequently asked questions

What is a sentinel injury in child abuse?
A minor injury, usually a bruise or mouth injury, found in an infant before a more serious abusive injury, suspicious because the baby could not cruise or the explanation was implausible. In a 2013 study, 27.5% of 200 definitely abused infants had 1; none of 101 nonabused controls did.
What does TEN-4-FACESp stand for?
Bruising on the torso, ear or neck; on the frenulum, angle of the jaw, cheeks, eyelids or subconjunctivae; any bruise at 4.99 months or younger; or patterned bruising. It was 95.6% sensitive and 87.1% specific in children under 4. A positive result calls for more evaluation, not a diagnosis.
When is a skeletal survey repeated?
The ACR says a follow-up survey may be indicated; a 2017 review puts it at 10 to 14 days. In 1 large study, 15.6% of follow-up surveys found a new fracture and 6.9% were reassuring.
Is abusive head trauma the same as shaken baby syndrome?
The AAP replaced "shaken baby syndrome" with "abusive head trauma" in 2009 because injury can come from shaking, impact or both. The diagnosis is contested in court: a 2018 consensus statement supports it, and a 2017 systematic review found insufficient evidence on the triad's accuracy for shaking.
What medical conditions can look like child abuse?
AAP reports discuss bleeding disorders, bone fragility such as osteogenesis imperfecta, and metabolic bone disease, alongside accidental and birth-related injury. The records show which were tested.
Does HIPAA allow a hospital to report suspected child abuse?
Yes. 45 CFR 164.512(b)(1)(ii) permits disclosure to a government authority authorized to receive reports of child abuse or neglect. Who must report is state law.
Can AI tell whether a child was abused?
No. AI software can build a cited timeline, compute age at every visit, pull every stated history and flag missing records. Whether injuries were inflicted is for experts and the court.
Can ChatGPT summarize a child abuse medical record?
A general chatbot gives no page citations, can drop hedges like "possible," and can invent facts, and a minor's records need a HIPAA compliant tool with a BAA. Use software that cites every line, and check each cite.
How does automated review handle photographs and x-rays?
It should index them on the timeline, not interpret them. That is expert work.
Chapter 14 Everyone

Sources and method

Study figures were checked against PubMed abstracts, the ACR and SPR parameter against its full text, and statutes and opinions on Cornell and CourtListener, in September 2026. Quotes are verbatim, except that dashes are rendered as colons or "to." The exam note, timeline, gap ledger, names and page numbers in the examples are hypothetical.

Related guides: how to read a radiology report, TBI imaging and diffuse axonal injury, blunt force trauma medical records and how to read an autopsy report.

Published by Medrecords AI. Built from AAP policy statements and clinical reports (2009, 2014, 2015, 2020, 2022), the ACR and SPR skeletal survey practice parameter, peer-reviewed studies indexed in PubMed, 42 USC 5106a, 45 CFR 164.512 and published court opinions.