{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543419,0.0001728918,0.0006469518,0.0007189873,0.0001515073,0.00003356104,0.0001584272,0.000200273,0.0000425474],"category_scores_gemma":[0.001039925,0.0001614382,0.0001015475,0.001088938,0.0001113152,0.0001005023,0.0001180902,0.0003917897,0.00001200491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013309,"about_ca_system_score_gemma":0.0008421615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006143031,"about_ca_topic_score_gemma":0.000009462815,"domain_scores_codex":[0.9977526,0.0001957341,0.0008166217,0.0002903986,0.0005143873,0.0004302497],"domain_scores_gemma":[0.9984664,0.0007096776,0.0002642832,0.0002794513,0.000156012,0.0001241504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703213,0.0003024798,0.6946514,0.007541842,0.00002658162,0.00001183786,0.001838644,1.283892e-7,0.00002834156,0.000562393,0.06779407,0.2270719],"study_design_scores_gemma":[0.002325888,0.0004951881,0.9942773,0.00005882642,0.0001431277,0.00001619852,0.0005574525,0.0001584812,0.00004990803,0.0006600988,0.001108269,0.00014924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882055,0.001209574,0.0001841855,0.008588984,0.0001736238,0.0006261716,0.00004845305,0.00005601924,0.000907485],"genre_scores_gemma":[0.9959097,0.0004204031,0.001070654,0.001434916,0.0004158639,0.00002393857,0.00001123611,0.0000243631,0.0006889304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996259,"threshold_uncertainty_score":0.6583258,"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."}}