{"id":"W2981279808","doi":"10.1177/0706743719882171","title":"A Prospective Study of Childhood Predictors of Traumatic Brain Injuries Sustained in Adolescence and Adulthood","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Research Unit on Children's Psychosocial Maladjustment; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Injury prevention; Poison control; Psychology; Logistic regression; Population; Occupational safety and health; Medicine; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006048474,0.0003525885,0.0002742075,0.0007510755,0.001289214,0.0006837383,0.0005765051,0.0004261864,0.001455235],"category_scores_gemma":[0.001679792,0.0003803438,0.0004413127,0.001205807,0.0002998518,0.0004001048,0.0006272439,0.0009441454,0.0002258477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722438,"about_ca_system_score_gemma":0.003056286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4808745,"about_ca_topic_score_gemma":0.5414175,"domain_scores_codex":[0.9996232,0.00004767163,0.00002546831,0.00005424872,0.0001097527,0.0001396029],"domain_scores_gemma":[0.9988484,0.00006786161,0.0004517639,0.00004941442,0.000264501,0.0003180663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000125339,0.00001780948,0.9995573,0.000001930329,0.000007946257,0.00001853603,0.00008108119,0.0000050108,0.00002473195,0.000006482824,0.00004045827,0.0002261827],"study_design_scores_gemma":[8.548661e-7,0.00002227476,0.9995783,0.000005187383,0.000004318822,0.00003892351,0.0002394945,0.00002318708,0.000008794564,0.000002556046,0.00007530202,8.373599e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987581,0.0001538918,0.00002522155,0.00004361062,0.000004354884,0.00001431981,0.0006595125,0.000002190072,0.0003388748],"genre_scores_gemma":[0.9984407,0.0002597717,0.00009541007,0.00001968207,0.000004302846,0.00001786837,0.0008883998,0.000001498778,0.0002722831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4808745,"threshold_uncertainty_score":0.9561511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320195142709691,"score_gpt":0.2809363831621841,"score_spread":0.2677344317350872,"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."}}