{"id":"W1983634006","doi":"10.1080/13811118.2014.957448","title":"A Population-Based Longitudinal Study of Recent Stressful Life Events as Risk Factors for Suicidal Behavior in Major Depressive Disorder","year":2015,"lang":"en","type":"article","venue":"Archives of Suicide Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Major depressive disorder; Poison control; Longitudinal study; Psychology; Suicide prevention; Suicidal behavior; Injury prevention; Human factors and ergonomics; Population; Clinical psychology; Occupational safety and health; Psychiatry; Medicine; Medical emergency; Environmental health; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009558666,0.0002445448,0.0003054392,0.0005983476,0.0006118357,0.0005852172,0.0003248552,0.0007500637,0.000603009],"category_scores_gemma":[0.002688322,0.0004803021,0.0005705231,0.0008539472,0.0001731347,0.0005424755,0.0004917699,0.001240015,0.0002314789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370617,"about_ca_system_score_gemma":0.0004309507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253117,"about_ca_topic_score_gemma":0.02299873,"domain_scores_codex":[0.9995852,0.000186539,0.00004108514,0.00006349678,0.0000627036,0.00006098598],"domain_scores_gemma":[0.9989226,0.0001094687,0.0003968196,0.0001146175,0.0001791076,0.000277389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005513303,0.0000733897,0.9989104,0.000004372695,0.0000614538,0.00003195847,0.00009895716,0.00001073212,0.00009835538,0.00000839911,0.00009546668,0.0005513004],"study_design_scores_gemma":[0.000006449752,0.00006986035,0.9995067,0.000003360273,0.00002265593,0.00007483523,0.0001563027,0.00005723743,0.0000110621,0.000009809546,0.00007970182,0.000001967664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987472,0.0002387686,0.0001150671,0.00009791074,0.00001248013,0.00001762512,0.0005734231,0.000003614434,0.0001938113],"genre_scores_gemma":[0.9985862,0.0002040767,0.0001867731,0.000089495,0.00001367993,0.00003642989,0.0006665349,0.000001581988,0.0002153891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01253117,"threshold_uncertainty_score":0.02491647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803553563551861,"score_gpt":0.4513068644153331,"score_spread":0.270951508060147,"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."}}