{"id":"W1977821291","doi":"10.1016/j.jsat.2010.03.008","title":"Trends in methadone maintenance treatment participation, retention, and compliance to dosing guidelines in British Columbia, Canada: 1996–2006","year":2010,"lang":"en","type":"article","venue":"Journal of Substance Abuse Treatment","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; University of Victoria; Centre for Advancing Health Outcomes","funders":"Canadian Institutes of Health Research","keywords":"Dosing; Methadone; Methadone maintenance; Medicine; Population; Emergency medicine; Psychiatry; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002473462,0.0002616096,0.0008270289,0.0002612442,0.00007952621,0.00008155564,0.00008917048,0.00008315001,0.00006648507],"category_scores_gemma":[0.00004615591,0.0002789373,0.0001216505,0.0006638443,0.00005695505,0.0001842998,0.000005106255,0.0001798822,0.000002022786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111597,"about_ca_system_score_gemma":0.0004181436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6031853,"about_ca_topic_score_gemma":0.9965754,"domain_scores_codex":[0.9974797,0.00005574841,0.001181517,0.0003919561,0.0004098774,0.0004811928],"domain_scores_gemma":[0.9984681,0.00006958529,0.0003704122,0.0003306216,0.0004247775,0.0003365049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002611029,0.001294581,0.9203259,0.00002166437,0.0001702728,0.001780253,0.002683044,0.0001745071,0.0009108194,0.000003785457,0.001096878,0.07127718],"study_design_scores_gemma":[0.01008476,0.00115797,0.9803306,0.0009203443,0.0001989387,0.0003917012,0.0006758169,0.0001153822,0.0004916615,0.00003952727,0.005363688,0.0002295536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933882,0.0030766,0.00003134459,0.00255654,0.0003202262,0.0005146509,0.00004340968,0.00001290053,0.00005614457],"genre_scores_gemma":[0.9881629,0.0035954,0.006023082,0.0002832873,0.0001040246,0.0001048552,0.00002196487,0.00003576611,0.001668714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.39339,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347809079205229,"score_gpt":0.3173600768687426,"score_spread":0.2738819860766903,"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."}}