{"id":"W2202577250","doi":"10.1186/s12889-015-2606-4","title":"Modelling the consequences of a reduction in alcohol consumption among patients with alcohol dependence based on real-life observational data","year":2015,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"H. Lundbeck A/S","keywords":"Observational study; Medicine; Biostatistics; Randomized controlled trial; Alcohol; Abstinence; Alcohol dependence; Environmental health; Epidemiology; Demography; Surgery; Internal medicine; Psychiatry","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":[0.005534902,0.0009998607,0.0009753703,0.0007573081,0.0002929877,0.001182244,0.001765687,0.001874818,0.002975171],"category_scores_gemma":[0.01861396,0.0007099194,0.001996841,0.0006299894,0.0008346571,0.0007935,0.0009938319,0.001745362,0.0002185177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548683,"about_ca_system_score_gemma":0.002082962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03469181,"about_ca_topic_score_gemma":0.01696785,"domain_scores_codex":[0.9977344,0.001468576,0.000101851,0.0003844344,0.0000898279,0.0002209835],"domain_scores_gemma":[0.9827711,0.01404213,0.001814881,0.0004656179,0.0005015071,0.0004047593],"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":[0.0002411625,0.000100812,0.01480355,0.0000525988,0.00017131,0.0001092819,0.00004884122,0.9805427,0.0001167811,0.002020799,0.0002311755,0.001561046],"study_design_scores_gemma":[0.000112543,0.000204934,0.005527251,0.0000248768,0.0001088879,0.00004521647,0.00004562904,0.9902501,0.0001146623,0.003273458,0.0002738991,0.00001866553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320516,0.0005773586,0.05887175,0.001913299,0.0001013867,0.0003723885,0.003525009,0.0001394854,0.002447888],"genre_scores_gemma":[0.9932863,0.0002005125,0.004317901,0.0001426767,0.00002081429,0.0002214165,0.000751618,0.000007908551,0.001050789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03469181,"threshold_uncertainty_score":0.06897974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4035723093137434,"score_gpt":0.3849157142369293,"score_spread":0.01865659507681411,"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."}}