{"id":"W2254034296","doi":"10.1503/cmaj.150790","title":"Risk of suicide after a concussion","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Concussion; Medicine; Poison control; Injury prevention; Cohort; Suicide prevention; Confidence interval; Population; Occupational safety and health; Suicide methods; Cohort study; Relative risk; Demography; Pediatrics; Emergency medicine; Internal medicine; Environmental health; Suicide rates","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002516891,0.00007609647,0.0002358378,0.000219499,0.00007276356,0.00001414004,0.0001163945,0.0002817458,0.018249],"category_scores_gemma":[0.009770247,0.00004377116,0.0001161036,0.0001659686,0.000077254,0.00007263601,0.0000120829,0.0005881081,0.0002790983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671145,"about_ca_system_score_gemma":0.003220871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262711,"about_ca_topic_score_gemma":0.006509126,"domain_scores_codex":[0.9971627,0.0002393637,0.0004367684,0.0001030664,0.001655696,0.0004024231],"domain_scores_gemma":[0.9967652,0.0005160589,0.0002062742,0.0001263057,0.0004776768,0.001908508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008566388,0.00002430843,0.787602,0.0000117316,0.0001553925,0.0003432675,0.0001388144,2.882467e-8,0.0001777174,0.00007186967,0.05784072,0.1535485],"study_design_scores_gemma":[0.002736569,0.000184712,0.9082272,0.0005464667,0.00005489267,0.0004427136,0.0001115659,0.00002277306,0.0002726733,0.0003778337,0.08693638,0.00008620746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290842,0.0001473869,0.0003116149,0.06624103,0.0003256715,0.0001404407,0.00006392392,0.00001181521,0.003673885],"genre_scores_gemma":[0.9947923,0.0001518571,0.0002196347,0.002338796,0.0006316095,0.000005912109,0.000001242076,0.00001308166,0.001845594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534623,"threshold_uncertainty_score":0.9985709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799327064703914,"score_gpt":0.3006388160835398,"score_spread":0.2826455454365007,"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."}}