{"id":"W4388896557","doi":"10.1101/2023.11.22.23298895","title":"Evaluation of the risk relationship between average alcohol volume consumed and suicide: An analysis of mortality linked cohort data","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institutes of Health","keywords":"Cohort; Medicine; Volume (thermodynamics); Alcohol; Demography; Cohort study; Environmental health; Statistics; Psychology; Internal medicine; Mathematics; Biology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02064934,0.0005856354,0.0006463961,0.002971264,0.0003971597,0.001411819,0.0009270969,0.0005268596,0.001009237],"category_scores_gemma":[0.02151607,0.000446077,0.003873085,0.002972597,0.0002661816,0.0008994559,0.00138756,0.0009845542,0.0001826288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000436804,"about_ca_system_score_gemma":0.0006670757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631307,"about_ca_topic_score_gemma":0.008104329,"domain_scores_codex":[0.991017,0.005414495,0.0008339108,0.001194307,0.001129677,0.000410661],"domain_scores_gemma":[0.9807369,0.008148085,0.004975312,0.003509858,0.002009363,0.00062051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002297876,0.000015752,0.9958705,0.00002766545,0.001936943,0.00003515747,0.00002692947,0.0002715726,0.00006125557,0.00004718073,0.0001064172,0.001370851],"study_design_scores_gemma":[0.00003082215,0.0002745849,0.9905357,0.00003006316,0.001239192,0.0001932856,0.0001451073,0.006713231,0.0001436303,0.0001095589,0.0005667658,0.0000179576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991806,0.00104147,0.003063122,0.0001202736,0.00003574208,0.00007613248,0.003491734,0.00003345151,0.0003320827],"genre_scores_gemma":[0.9953945,0.0002978979,0.001445294,0.00003104312,0.00002984517,0.00005788358,0.002515828,0.00001231874,0.0002153735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02064934,"threshold_uncertainty_score":0.1092055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5076517167048022,"score_gpt":0.4923004689554536,"score_spread":0.01535124774934865,"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."}}