{"id":"W4323270120","doi":"10.1080/02699052.2023.2184871","title":"Association between pediatric TBI and mental health and substance use disorders: A scoping review","year":2023,"lang":"en","type":"review","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Traumatic brain injury; Medicine; Substance use; Psychiatry; Confounding; MEDLINE; Clinical psychology; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002927361,0.0004800321,0.002875307,0.0004483512,0.0002117004,0.0001029751,0.0001649018,0.0003398176,0.00003805537],"category_scores_gemma":[0.003031271,0.0004225209,0.0002508491,0.001129561,0.00007654868,0.0001957068,0.0001652953,0.000863456,0.00008462257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005351546,"about_ca_system_score_gemma":0.001075688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005123354,"about_ca_topic_score_gemma":0.0000818607,"domain_scores_codex":[0.9956796,0.0007486411,0.001323701,0.0007560722,0.0008120736,0.0006798789],"domain_scores_gemma":[0.9950357,0.003041972,0.0008740777,0.0004918391,0.00006743953,0.0004889691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006635971,0.00002110721,0.004858787,0.4115073,0.0002135013,0.000002591393,0.000113827,3.113106e-10,1.368589e-8,0.00001132296,0.05985382,0.523411],"study_design_scores_gemma":[0.0005222638,0.0003545088,0.001227327,0.5670134,0.0007872356,0.00002124059,0.00002646603,5.204247e-7,1.789445e-8,0.00003543383,0.4295847,0.0004268316],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000161937,0.9867948,0.000004934164,0.005964055,0.0001349132,0.006283681,0.0004386158,0.0001634156,0.00005368342],"genre_scores_gemma":[0.000001091869,0.9956908,0.0003091835,0.0008913381,0.0004701448,0.0003058716,0.0006360214,0.0001371436,0.00155838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5229842,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876243734942337,"score_gpt":0.4584203201845763,"score_spread":0.2707959466903426,"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."}}