{"id":"W1963483169","doi":"10.1159/000362408","title":"A Predictive Microsimulation Model to Estimate the Clinical Relevance of Reducing Alcohol Consumption in Alcohol Dependence","year":2014,"lang":"en","type":"article","venue":"European Addiction Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Nalmefene; Alcohol; Medicine; Alcohol dependence; Alcohol consumption; Ethanol; Placebo; Alcohol use disorder; Microsimulation; Environmental health; Naltrexone; Internal medicine; Chemistry","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":[0.002644641,0.001209345,0.001313103,0.000824741,0.0003406845,0.0008938306,0.001248715,0.001292785,0.004548855],"category_scores_gemma":[0.00907015,0.000542157,0.001089017,0.0003757114,0.0006357321,0.0005769958,0.0007985861,0.001533083,0.0003594494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454268,"about_ca_system_score_gemma":0.001664696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991441,"about_ca_topic_score_gemma":0.006500129,"domain_scores_codex":[0.9993524,0.0003137815,0.00002488961,0.0001159469,0.00005431544,0.00013865],"domain_scores_gemma":[0.9941053,0.004822455,0.0004876824,0.00009375894,0.0003231552,0.0001676427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001994754,0.0000635039,0.002997499,0.00002027888,0.0000547592,0.00004027007,0.00001378235,0.9919234,0.0001537266,0.001268038,0.0002148301,0.003050459],"study_design_scores_gemma":[0.00002089977,0.00006354644,0.0004083521,0.000005120898,0.00001875211,0.000008747937,0.000004322151,0.9986388,0.00005986865,0.00069597,0.00007152934,0.000004108851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6514668,0.001119932,0.3365643,0.002262481,0.0002021971,0.0004526319,0.001547723,0.000650469,0.005733443],"genre_scores_gemma":[0.9867789,0.0001831379,0.009569876,0.0001715534,0.00003508396,0.0002774116,0.0003898597,0.00002053776,0.002573718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991441,"threshold_uncertainty_score":0.03959703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948807597554001,"score_gpt":0.4824519057648292,"score_spread":0.2875711460094291,"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."}}