{"id":"W2461807855","doi":"10.1016/j.drugalcdep.2015.07.352","title":"Health state transitions among prescribed opiate patients accessing pharmacological treatment for opioid dependence in California, 2006–2010","year":2015,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; AIDS Vancouver","funders":"","keywords":"Opiate; Opioid; Medicine; Opioid-Related Disorders; Psychiatry; Addiction; Psychology; Opioid epidemic; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003908981,0.0001726547,0.00026409,0.0008844142,0.0008895861,0.0009264527,0.0008086501,0.0006038619,0.00212445],"category_scores_gemma":[0.001660728,0.0003628897,0.0006245277,0.001455764,0.0003583497,0.0008914635,0.001002236,0.001477779,0.000165003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003149102,"about_ca_system_score_gemma":0.003219748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.617958,"about_ca_topic_score_gemma":0.7878101,"domain_scores_codex":[0.9996176,0.00003881295,0.00005080677,0.0001001147,0.00004900384,0.0001436758],"domain_scores_gemma":[0.9982514,0.0001872178,0.0007143319,0.00005094373,0.0003473877,0.0004486545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584039,0.0001291989,0.9959221,0.00002472616,0.00007336426,0.00003531232,0.0004118744,0.000269964,0.0000651836,0.00004067913,0.001374248,0.001494972],"study_design_scores_gemma":[0.000006106927,0.00002310058,0.9985473,0.00001245637,0.00002118385,0.00002584612,0.0007726147,0.0001771896,0.00003097889,0.000009218793,0.0003696526,0.000004327669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906048,0.0001833045,0.00004746106,0.0003014486,0.00001972575,0.00002070788,0.007634776,0.0000100829,0.001177747],"genre_scores_gemma":[0.9927564,0.0002029329,0.00006284518,0.0001141113,0.00001166475,0.00002198389,0.005967528,0.000003109672,0.0008592974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.617958,"threshold_uncertainty_score":0.7685838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101648469585609,"score_gpt":0.4319679366803902,"score_spread":0.3218030897218293,"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."}}