{"id":"W2011094635","doi":"10.4088/jcp.v69n0612","title":"Course of Major Depressive Disorder and Suicide Outcome","year":2008,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Major depressive episode; Psychology; Psychiatry; Context (archaeology); Poison control; Diathesis; Major depressive disorder; Suicide prevention; Suicide attempt; Hostility; Clinical psychology; Injury prevention; Medicine; Mood; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001566868,0.0001522878,0.0007272052,0.00005347583,0.0001433558,0.000003806452,0.0003576005,0.0001335108,0.000247154],"category_scores_gemma":[0.0003145744,0.0000842642,0.0003322194,0.0001080067,0.0005209568,0.00006427364,0.00006827879,0.0006546627,0.000025428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000307419,"about_ca_system_score_gemma":0.00008166034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000622047,"about_ca_topic_score_gemma":0.00006652632,"domain_scores_codex":[0.9972807,0.0004429367,0.001693447,0.0001295776,0.0002395018,0.0002138848],"domain_scores_gemma":[0.9964709,0.001709715,0.001188917,0.000337134,0.0001716015,0.0001216985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009152088,0.0004631317,0.9838914,0.00001015711,0.0005729543,0.0000160571,0.0007337795,0.000003459061,0.000004734498,0.0003745189,0.01182425,0.0011903],"study_design_scores_gemma":[0.003308371,0.0005267848,0.9899268,0.00001458789,0.0003305721,0.0003506165,0.002132029,0.000002430178,0.000003750004,0.002629455,0.0006745633,0.0001000953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704158,0.01828057,0.0001683859,0.005897759,0.002998319,0.00009930528,0.000007133276,0.00000799013,0.002124749],"genre_scores_gemma":[0.9958099,0.00129773,0.0003675347,0.001329281,0.0007423826,0.000001186039,2.910529e-7,0.00001755007,0.0004341928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02539406,"threshold_uncertainty_score":0.3436195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09583927895030829,"score_gpt":0.4432100752547954,"score_spread":0.3473707963044871,"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."}}