{"id":"W3009140556","doi":"10.1097/adm.0000000000000637","title":"Association Between Patterns of Alcohol Use and Short-Term Risk of Suicide Attempt Among Patients With and Without Reported Suicidal Ideation","year":2020,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Essays on Canadian Writing","funders":"National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Suicidal ideation; Association (psychology); Term (time); Psychiatry; Suicide prevention; Poison control; Clinical psychology; Medical emergency; Psychology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006065554,0.000141555,0.0005885843,0.0001793338,0.00005335066,0.000007838024,0.00005050983,0.0001001695,0.00008454706],"category_scores_gemma":[0.0006057965,0.00009994554,0.00004747725,0.0001588065,0.00008746891,0.0002564088,0.00001985001,0.000271294,3.713953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003819302,"about_ca_system_score_gemma":0.00001472166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005451097,"about_ca_topic_score_gemma":0.0001023057,"domain_scores_codex":[0.9980407,0.0001641711,0.0009723403,0.0001655074,0.0005270198,0.0001302086],"domain_scores_gemma":[0.9968795,0.0003121445,0.001929496,0.0001045264,0.000643361,0.0001309506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004256242,0.00004262494,0.9932266,0.0000244597,0.001665461,0.000007507816,0.002792263,0.000004250198,0.0003003542,0.00000158299,0.0007132451,0.0007960552],"study_design_scores_gemma":[0.003455161,0.001405368,0.9923289,0.0001097092,0.001636617,0.000009766106,0.0007223561,0.00001274033,0.0002043864,0.000007132254,0.00002871257,0.00007913591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983335,0.0002095406,0.0004874413,0.00050449,0.0001570726,0.0001880468,0.00005035812,0.00001050083,0.00005901045],"genre_scores_gemma":[0.9992575,0.0002264579,0.00005704675,0.00008159018,0.0002928796,0.000002134873,0.00003171531,0.00001529476,0.00003536689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029536,"threshold_uncertainty_score":0.4075661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745618654136161,"score_gpt":0.3139733097312447,"score_spread":0.266517123189883,"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."}}