{"id":"W2614549042","doi":"10.1177/0706743717711173","title":"The Role of Gender in Suicidal Ideation among Long-term Opioid Users","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Providence Health Care","funders":"Canadian Institutes of Health Research","keywords":"Suicidal ideation; Anxiety; Clinical psychology; Psychiatry; Psychology; Neglect; Suicide prevention; Depression (economics); Poison control; Logistic regression; Injury prevention; Suicide attempt; Medicine; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006849073,0.0001806031,0.0002176436,0.0004019603,0.0002916177,0.0004868887,0.0001776496,0.0002255127,0.001920818],"category_scores_gemma":[0.002850059,0.0001120828,0.000328263,0.0003167113,0.000259962,0.000453723,0.0004075148,0.0002648715,0.0001497401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805559,"about_ca_system_score_gemma":0.0002484278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001900962,"about_ca_topic_score_gemma":0.004152557,"domain_scores_codex":[0.9997517,0.00009840848,0.00002564853,0.00002736366,0.00005338572,0.00004349634],"domain_scores_gemma":[0.9988457,0.0002795519,0.0006529548,0.00003104086,0.00006933021,0.00012141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000144747,0.00002006733,0.9926776,0.00002907917,0.00003757584,0.0001139911,0.0004374519,0.00001628477,0.000250429,0.00005029871,0.00006801413,0.006154441],"study_design_scores_gemma":[0.000002475407,0.00008606529,0.9983589,0.00004016866,0.00001881113,0.0004344225,0.0006472731,0.00006832313,0.00004713255,0.00007704777,0.0002160716,0.000003172611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970719,0.001879429,0.00009131338,0.0001817085,0.00001812114,0.000005563261,0.0001038164,0.000001838047,0.0006463298],"genre_scores_gemma":[0.9993497,0.0003651608,0.00004635862,0.00003159274,0.000009983497,0.000002195197,0.00003918393,8.102392e-7,0.0001549332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920818,"threshold_uncertainty_score":0.006425798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562107990756728,"score_gpt":0.296898174809093,"score_spread":0.2712770949015257,"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."}}