{"id":"W2400054989","doi":"10.1503/cmaj.1150102","title":"Concussions and suicide","year":2016,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Context (archaeology); Skepticism; Suicide prevention; Poison control; Injury prevention; Medicine; Human factors and ergonomics; Suicide methods; Occupational safety and health; Medical emergency; Psychiatry; Psychology; Data science; Computer science; Suicide rates; Pathology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003614742,0.0003372592,0.0009251235,0.0009769561,0.003738234,0.001911937,0.001112454,0.01413424,0.006236039],"category_scores_gemma":[0.03935519,0.0004025019,0.0006164799,0.001308459,0.003037478,0.003277187,0.001351461,0.01576033,0.00378133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694124,"about_ca_system_score_gemma":0.003615053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009346141,"about_ca_topic_score_gemma":0.0223303,"domain_scores_codex":[0.9963546,0.001329883,0.0005541458,0.0003360793,0.001158472,0.0002667853],"domain_scores_gemma":[0.9819906,0.009904382,0.001874104,0.0009898641,0.003810573,0.001430379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007105427,0.00007204248,0.009563175,0.0002317103,0.00002954256,0.003500999,0.0006005702,0.00003658017,0.00006075966,0.005540682,0.9315509,0.04874203],"study_design_scores_gemma":[0.0002815569,0.0004878839,0.04762872,0.008634541,0.000139635,0.07425096,0.006038744,0.0007017131,0.0005029684,0.03463644,0.8264887,0.0002081294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002386603,0.00743653,0.0001197455,0.9686535,0.01307761,0.00001980597,0.0001009324,0.0000216015,0.008183753],"genre_scores_gemma":[0.04043959,0.01476947,0.0003882633,0.8513371,0.08503301,0.00005823291,0.0001128105,0.00002814714,0.007833346],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01413424,"threshold_uncertainty_score":0.02086163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484043105932151,"score_gpt":0.3176128454987519,"score_spread":0.2827724144394304,"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."}}