{"id":"W2133694653","doi":"10.1300/j069v26n03_09","title":"Diagnostic Value of Self-Report of Alcohol Use in Patients Enrolled in a Methadone Maintenance Treatment Program (MMTP)","year":2007,"lang":"en","type":"article","venue":"Journal of Addictive Diseases","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Methadone maintenance; Methadone; Population; Medicine; Denial; Alcohol; Alcohol use disorder; Psychiatry; Environmental health; Psychology; Biology","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":[0.0005350266,0.0001645969,0.0007673398,0.0005554178,0.00001622956,0.000004081301,0.00005991316,0.00006988283,0.000031795],"category_scores_gemma":[0.002974323,0.0001206016,0.0002390653,0.000356858,0.00008198414,0.0001456424,0.00001709257,0.0001718801,0.000001389391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004652879,"about_ca_system_score_gemma":0.0004247733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231291,"about_ca_topic_score_gemma":0.00003995644,"domain_scores_codex":[0.9977973,0.0001498986,0.001142286,0.0001564849,0.0004822644,0.0002718249],"domain_scores_gemma":[0.9968066,0.001172866,0.0009567877,0.0001713471,0.0005904296,0.000301943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004747324,0.008789323,0.977421,0.0001756504,0.0002825322,0.001630732,0.0004682139,0.00002788079,0.00005376275,0.0000252755,0.00008740162,0.006290913],"study_design_scores_gemma":[0.01438528,0.003865459,0.9794254,0.001010852,0.0004076381,0.0000648624,0.0001337688,0.00005214363,0.0004097428,0.00002564864,0.0001403604,0.00007885083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976742,0.0006357252,0.00004722771,0.00007555921,0.0000957527,0.001340064,0.00003709795,0.00001084544,0.00008353929],"genre_scores_gemma":[0.9984187,0.000303734,0.001048059,0.00009523069,0.00004418359,0.00003471594,0.00001891613,0.0000154825,0.00002093853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009637956,"threshold_uncertainty_score":0.4917992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374480001844299,"score_gpt":0.3718892486234093,"score_spread":0.3344412484389794,"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."}}