{"id":"W4381190362","doi":"10.1136/archdischild-2023-rcpch.431","title":"390 Adequacy of the diagnostic workup of suspected child physical abuse: a study in the Paris metropolitan area","year":2023,"lang":"en","type":"article","venue":"","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Skeletal survey; Pediatrics; Child abuse; Magnetic resonance imaging; Physical examination; Radiological weapon; Bone scintigraphy; Emergency medicine; Poison control; Radiology; Injury prevention; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001808273,0.0003512981,0.0002576682,0.002305421,0.0006559845,0.001101661,0.0006301975,0.0005582955,0.001358833],"category_scores_gemma":[0.006667387,0.0003432462,0.0004351423,0.002140638,0.0007600678,0.0006518976,0.0006240262,0.0003081106,0.000218574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690614,"about_ca_system_score_gemma":0.001403291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06367712,"about_ca_topic_score_gemma":0.04720396,"domain_scores_codex":[0.9980438,0.0007124351,0.0002427249,0.0003180675,0.0003779639,0.0003050221],"domain_scores_gemma":[0.9940622,0.00119881,0.003119031,0.0002116792,0.0008711079,0.0005370639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001752033,0.00001680948,0.9980828,0.00001657558,0.00001913362,0.0001754078,0.0003057044,0.0000390487,0.00004752586,0.00001576056,0.0001025869,0.00116117],"study_design_scores_gemma":[0.00000188663,0.00005503854,0.9982671,0.00002242841,0.000007308336,0.0004066255,0.0008778317,0.0001095551,0.00002721598,0.000004326108,0.000217351,0.000003391662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998684,0.0003190368,0.00006009508,0.0001311885,0.000005020689,0.00001368435,0.0002197686,0.000004598767,0.0005625923],"genre_scores_gemma":[0.9995042,0.0001793086,0.00006682827,0.00004453166,0.00001034432,0.000008040233,0.0001348995,0.000001522283,0.0000502276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06367712,"threshold_uncertainty_score":0.126613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670029719055607,"score_gpt":0.2820811899534345,"score_spread":0.2653808927628784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}