{"id":"W4311588194","doi":"10.1371/journal.pone.0265287","title":"Risk of suicide ideation in comorbid substance use disorder and major depression","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Nunavut; University of Saskatchewan","funders":"","keywords":"Suicidal ideation; Major depressive episode; Psychiatry; Comorbidity; Poison control; Medicine; Alcohol use disorder; Suicide prevention; Population; Depression (economics); Suicide attempt; Injury prevention; Psychology; Medical emergency; Mood; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006234418,0.0002725839,0.0004152524,0.0007695107,0.000812561,0.0006443752,0.000463628,0.0004445164,0.002249487],"category_scores_gemma":[0.003698404,0.0003158233,0.0009678201,0.0008852594,0.0003401333,0.0002766966,0.0008390813,0.0009538443,0.0001480885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367739,"about_ca_system_score_gemma":0.001839177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1597115,"about_ca_topic_score_gemma":0.2611539,"domain_scores_codex":[0.9994363,0.000102192,0.00005214104,0.00008981094,0.0001865948,0.0001329348],"domain_scores_gemma":[0.9980258,0.0001779611,0.0009813105,0.00008288573,0.0002837433,0.0004484009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003480275,0.00001255375,0.9987903,0.000009059128,0.00006464744,0.00003617978,0.00003054469,0.00001959115,0.00002935306,0.00001808028,0.00007778273,0.0008770543],"study_design_scores_gemma":[0.000003473905,0.00002522962,0.9993035,0.00001458229,0.00003462107,0.0002544903,0.00009615303,0.0001670966,0.00001083325,0.00002689203,0.00006071778,0.000002367719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982551,0.0005482928,0.00005448598,0.0001417492,0.000008135945,0.00001861687,0.0003698912,0.000004171849,0.0005996233],"genre_scores_gemma":[0.9993348,0.0001700858,0.00009555262,0.00002187614,0.00000639952,0.000005681851,0.0002757415,7.963569e-7,0.00008903154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597115,"threshold_uncertainty_score":0.3175637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05755402222566805,"score_gpt":0.2867408878677171,"score_spread":0.229186865642049,"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."}}