{"id":"W3214941671","doi":"10.1111/add.15755","title":"The association between involuntary alcohol treatment and subsequent emergency department visits and hospitalizations: a Bayesian analysis of treated patients and matched controls","year":2021,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"NSW Ministry of Health","keywords":"Medicine; Emergency department; Emergency medicine; Alcohol dependence; Rehabilitation; Hazard ratio; Incidence (geometry); Turnover; Psychiatry; Confidence interval; Physical therapy; Alcohol; Internal medicine","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":[0.00008071679,0.000127969,0.0003390986,0.000100564,0.0001433877,0.00001680093,0.00001208394,0.00006432299,0.0000240162],"category_scores_gemma":[0.00005067612,0.0000888342,0.00007447019,0.0003728004,0.00001884556,0.00008790468,0.0000109806,0.00002739025,5.371576e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321873,"about_ca_system_score_gemma":0.00001870962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009642506,"about_ca_topic_score_gemma":0.0008370222,"domain_scores_codex":[0.999153,0.00006708958,0.0002891637,0.0002055194,0.0001585092,0.000126741],"domain_scores_gemma":[0.999361,0.0001276047,0.0001661736,0.000124891,0.0001468232,0.00007355584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005792247,0.0001165277,0.9869555,0.000004245486,0.004801719,0.000002721028,0.000574925,0.000001433001,0.000169487,0.00002723259,0.00004788111,0.007240441],"study_design_scores_gemma":[0.003011426,0.0002784082,0.9869437,0.00001668123,0.007919393,7.231891e-7,0.0002318942,0.0002328237,0.001146946,0.00003422559,0.0001167704,0.00006703095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959411,0.003105589,0.00003335536,0.000316854,0.00004179242,0.0004314377,0.00005254881,0.00002305689,0.00005429002],"genre_scores_gemma":[0.9915151,0.006993346,0.00003889322,0.00002997979,0.00002118081,0.00005960725,0.001061764,0.000008882703,0.0002712205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00717341,"threshold_uncertainty_score":0.3622553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232272734029657,"score_gpt":0.2626036175747225,"score_spread":0.250280890234426,"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."}}