Epidemiology of Oronasal Hemorrhage in the First 2 Years of Life: Implications for Child Protection
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Epistaxis in childhood is common but unusual in the first years of life. Oronasal blood has been proposed as a marker of child abuse. METHODS: We performed a retrospective review of all hospital notes of children in the Lothian region of Scotland who were <2 years of age and in whom facial blood had been recorded over a 10-year period. RESULTS: There were 77,173 accident and emergency department attendances with 58,059 admissions during the 10-year study period in children <2 years of age; 16 cases of nose bleed and 3 cases of hemoptysis were recorded. All cases of hemoptysis were associated with significant bouts of coughing and respiratory infections. Epistaxis in 8 cases was associated with visible trauma and in 4 cases with thrombocytopenia (secondary to malignancy in 3). In 2 cases, an associated apparent life-threatening event was described, and in 2 cases there was a coincident upper respiratory tract infection. Review of previous and subsequent history suggested 7 cases of "accidental" injury that might have been caused by abuse. These cases are described here. All children who presented with this problem to the accident and emergency department had been admitted for observation or management. CONCLUSIONS: Epistaxis is rare in the accident and emergency department and hospital in the first 2 years of life and is often associated with injury or serious illness. The investigation of all cases should involve a pediatrician with expertise in child protection.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it