{"id":"W4409003301","doi":"10.1001/jamapediatrics.2025.0143","title":"Pediatric Traumatic Brain Injury and Social Determinants of Health","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Public Health Ontario; University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Medicine; Traumatic brain injury; Cohort; Cohort study; Social determinants of health; Occupational safety and health; Health care; Injury prevention; Psychiatry; Poison control; Emergency medicine; Public health; Internal medicine; Pathology","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":[0.0004603298,0.0002319744,0.000265416,0.0009712351,0.0004217642,0.0005709727,0.000385498,0.0002771541,0.001307603],"category_scores_gemma":[0.002279187,0.000217791,0.0006933187,0.001633953,0.0001770687,0.0005058149,0.0005894627,0.00072815,0.0001432865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005156253,"about_ca_system_score_gemma":0.001077233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03847634,"about_ca_topic_score_gemma":0.06151555,"domain_scores_codex":[0.9994111,0.0001200108,0.00004314488,0.00007755279,0.0001054946,0.0002427907],"domain_scores_gemma":[0.9986691,0.0001622197,0.0007082903,0.0001003165,0.0001028742,0.0002572011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001708553,0.0000202786,0.9994137,0.000002310915,0.00003129237,0.00002165539,0.00002868465,0.00001848877,0.00001890707,0.00002678892,0.00006686876,0.0003338984],"study_design_scores_gemma":[0.000001675795,0.0000306644,0.9995958,0.000003285302,0.00001376238,0.00007274834,0.0001031695,0.00005962946,0.00001890887,0.00001251513,0.00008655375,0.000001274656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978936,0.000171291,0.00006726171,0.00006235576,0.000007380208,0.00001217181,0.001134678,0.000003803795,0.0006474736],"genre_scores_gemma":[0.9986487,0.0001939758,0.0000839155,0.00002507679,0.00001147193,0.00001359453,0.0008542863,0.000002872471,0.0001662451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03847634,"threshold_uncertainty_score":0.07650477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07134629460803034,"score_gpt":0.3999893175403391,"score_spread":0.3286430229323087,"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."}}