{"id":"W2103993795","doi":"10.1176/appi.ajp.162.11.2116","title":"Risk Factors for Suicide Completion in Major Depression: A Case-Control Study of Impulsive and Aggressive Behaviors in Men","year":2005,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":594,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Impulsivity; Psychopathology; Psychology; Clinical psychology; Psychiatry; Depression (economics); Suicide attempt; Alcohol abuse; Poison control; Suicide prevention; Risk factor; Aggression; Personality disorders; Alcohol dependence; Personality; Medicine; Medical emergency; Internal medicine; Alcohol","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009236465,0.0004787219,0.000544087,0.001229713,0.00113807,0.0006503648,0.0004930861,0.0006971213,0.001281262],"category_scores_gemma":[0.002223034,0.0008537752,0.0005799342,0.0009728238,0.0005475946,0.0003607804,0.0004531516,0.0007037722,0.0002123985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004030925,"about_ca_system_score_gemma":0.0003672207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006252039,"about_ca_topic_score_gemma":0.006884404,"domain_scores_codex":[0.999339,0.000214129,0.00005533155,0.000157296,0.0001460082,0.00008815258],"domain_scores_gemma":[0.9990964,0.0001739119,0.0003109519,0.0001071557,0.00009194867,0.00021969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001514953,0.0002100578,0.9970884,0.00001586313,0.00009301474,0.0008616395,0.0003672256,0.00001559805,0.0002148895,0.0000234606,0.00012041,0.0008378834],"study_design_scores_gemma":[0.00004331115,0.0003978356,0.9965288,0.00001201206,0.00006578277,0.002175482,0.000419394,0.0001202979,0.00004925211,0.00001796904,0.0001640357,0.000005860807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992986,0.000272503,0.00008549425,0.00002517024,0.000007400459,0.00003555878,0.00008472624,0.000002878225,0.0001877546],"genre_scores_gemma":[0.9994783,0.0001404628,0.00009860681,0.0000234424,0.0000138297,0.00002391675,0.0001038485,0.000001252583,0.0001164631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006252039,"threshold_uncertainty_score":0.01243132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378539807868369,"score_gpt":0.3244676003605496,"score_spread":0.3106822022818659,"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."}}