{"id":"W6886057966","doi":"10.14288/1.0340512","title":"Heavy Alcohol Use and Suicidal Behavior Among People Who Use Illicit Drugs : A Cohort Study","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suicide prevention; Poison control; Psychological intervention; Injury prevention; Hazard ratio; Occupational safety and health; Cohort study; Mental health; Human factors and ergonomics","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":[0.0007447068,0.0004349897,0.0004602728,0.001377333,0.001955366,0.001159309,0.0007493758,0.0005623909,0.001172164],"category_scores_gemma":[0.001509982,0.0006129877,0.0006362718,0.002576101,0.0004324965,0.00045765,0.001038704,0.001040601,0.0002666494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066907,"about_ca_system_score_gemma":0.00341401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.683819,"about_ca_topic_score_gemma":0.7677169,"domain_scores_codex":[0.9994053,0.00008128725,0.00005555947,0.0001215959,0.0001665222,0.0001697979],"domain_scores_gemma":[0.9987267,0.00006265398,0.0002455634,0.0001178281,0.000411507,0.0004358137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004638533,0.00004650244,0.9981134,0.00001872129,0.00007108589,0.0000735893,0.0003346493,0.00001227767,0.00007712887,0.00001320859,0.0002521774,0.0009408702],"study_design_scores_gemma":[0.00001365764,0.00004524065,0.9985998,0.00003368759,0.00005330367,0.0001147826,0.0006970715,0.0000736166,0.00001718317,0.00001504024,0.0003298433,0.000006688809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963208,0.0004906794,0.0001246433,0.0001025641,0.00001308567,0.0001272073,0.002337822,0.000005196291,0.0004779581],"genre_scores_gemma":[0.9969965,0.0006266013,0.0002794157,0.0001089106,0.00001287662,0.00008068657,0.001450956,0.000004110886,0.0004399879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.683819,"threshold_uncertainty_score":0.6360861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06660105899418346,"score_gpt":0.3567482853368853,"score_spread":0.2901472263427018,"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."}}