{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004076392,0.0001578325,0.0002082128,0.0004564821,0.0001955013,0.0003706391,0.0002352067,0.0002305619,0.001893099],"category_scores_gemma":[0.002477502,0.00009300614,0.0002320123,0.0002426292,0.0002026356,0.0001972083,0.0002689199,0.0004683944,0.0002464024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345365,"about_ca_system_score_gemma":0.0002190296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201402,"about_ca_topic_score_gemma":0.002871067,"domain_scores_codex":[0.9998533,0.00003936823,0.00002193033,0.00002483375,0.00002998252,0.00003061139],"domain_scores_gemma":[0.9979916,0.0002261798,0.001088018,0.00006543489,0.0001801138,0.0004487399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009577069,0.00002737483,0.9983225,0.00001044825,0.00003021026,0.0001124513,0.00002240941,0.00003349716,0.00006969253,0.00001153508,0.00006541553,0.001198654],"study_design_scores_gemma":[0.000005509063,0.00008395372,0.9991579,0.00000953417,0.00001094078,0.0005071998,0.00003709173,0.00006197335,0.00003462391,0.00002531302,0.00006402896,0.000001946081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984616,0.0004443806,0.00003430844,0.00008383411,0.000007575084,0.00001045804,0.0003450213,0.000004214449,0.0006085255],"genre_scores_gemma":[0.9994265,0.0001126635,0.00001907562,0.00001142866,0.00000677174,0.000002311579,0.0003343697,6.98878e-7,0.00008612143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002201402,"threshold_uncertainty_score":0.006333053,"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."}}