{"id":"W2089066720","doi":"10.1016/j.jsat.2010.09.006","title":"Predictors of addiction treatment providers' beliefs in the disease and choice models of addiction","year":2010,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; National Institute on Drug Abuse; McGill University","keywords":"Addiction; Psychology; Disease; Addiction medicine; Psychiatry; Coping (psychology); Clinical psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002098431,0.0003005745,0.0006598012,0.0003085037,0.00005963267,0.00001267753,0.0001035908,0.00009644966,0.00003194607],"category_scores_gemma":[0.00002481555,0.0001671122,0.0002793927,0.0003073631,0.0001570668,0.0004473885,0.000002577927,0.0001751613,0.000001038509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289297,"about_ca_system_score_gemma":0.0001718197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006352257,"about_ca_topic_score_gemma":0.001309348,"domain_scores_codex":[0.9981643,0.00006800997,0.0007982184,0.0002182957,0.0005138561,0.0002373047],"domain_scores_gemma":[0.9982696,0.0002942275,0.0006487144,0.0003955743,0.000205959,0.0001859417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00354269,0.004054706,0.9364835,0.00004379201,0.001560596,0.0002938443,0.03731008,0.0002810696,0.003956271,0.0001199754,0.0001838878,0.0121696],"study_design_scores_gemma":[0.02854119,0.006470455,0.9427481,0.0009916396,0.003832267,0.0002109061,0.003383107,0.0006015432,0.01154245,0.0003017095,0.001092466,0.0002841143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920131,0.00639622,0.00002690449,0.0003436481,0.0002667045,0.0008213519,0.00001882765,0.0000146629,0.00009858859],"genre_scores_gemma":[0.9849295,0.01413264,0.0004662772,0.00003618552,0.000209939,0.00005726795,0.00001736432,0.00002377923,0.0001270144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03392697,"threshold_uncertainty_score":0.6814638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174921410072115,"score_gpt":0.2645981926765502,"score_spread":0.242848978575829,"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."}}