{"id":"W7029128046","doi":"","title":"Incidence and Risk Factors for Suicide Attempts in Patients Diagnosed with Major Depressive Disorder","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Suicide prevention; Depression (economics); Occupational safety and health; Poison control; Injury prevention; Mental health; Major depressive disorder; Cumulative incidence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003429655,0.0002008758,0.0002960293,0.0006776656,0.0003849051,0.0006636743,0.0003316831,0.0005948038,0.001663735],"category_scores_gemma":[0.002978208,0.0003691512,0.0004696778,0.0006045287,0.0001664506,0.0003890956,0.0003846447,0.0009505778,0.0002280974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838766,"about_ca_system_score_gemma":0.0002979156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006780886,"about_ca_topic_score_gemma":0.009316431,"domain_scores_codex":[0.9997175,0.00006882742,0.00004242405,0.00004816039,0.00008489801,0.0000381643],"domain_scores_gemma":[0.9990169,0.0001740468,0.000433963,0.00004641249,0.0001112878,0.0002173869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003069583,0.00002669019,0.9990606,0.000004308088,0.00002781133,0.00003642148,0.00004571611,0.000008266879,0.00002514853,0.00001007795,0.00007178811,0.0006525131],"study_design_scores_gemma":[0.000003981289,0.00002807301,0.9992076,0.000009007835,0.00001643119,0.000290707,0.0002479965,0.00009799968,0.00001039379,0.0000218378,0.00006342959,0.000002484951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982795,0.0006195718,0.0000319437,0.000146284,0.00002020097,0.000007977657,0.0002193285,0.000003472881,0.0006718093],"genre_scores_gemma":[0.9991809,0.0003295082,0.00004723929,0.00002557074,0.00001161377,0.000004751796,0.0002160877,0.000001475253,0.0001828226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006780886,"threshold_uncertainty_score":0.01348287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644323685832514,"score_gpt":0.4983552234170693,"score_spread":0.3339228548338179,"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."}}