{"id":"W3016954886","doi":"10.1097/02024458-201609000-00007","title":"Characterizing Substance Use Profiles of Patients In and Out of Opioid Agonist Therapy across the Province of Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polysubstance dependence; Agonist; Methadone; Medicine; Opioid; Demography; Population; Substance abuse; Psychiatry; Internal medicine; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005939054,0.0002060225,0.0003436315,0.00133482,0.002682525,0.001024464,0.0008776564,0.0002586241,0.001584382],"category_scores_gemma":[0.002953979,0.000211791,0.0003943509,0.004308804,0.0007964734,0.0002292803,0.001045788,0.0002962615,0.0002073731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02053669,"about_ca_system_score_gemma":0.03259949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899549,"about_ca_topic_score_gemma":0.9948997,"domain_scores_codex":[0.99907,0.00007333761,0.00008862164,0.0001386788,0.0003250148,0.0003044018],"domain_scores_gemma":[0.9971141,0.0001860558,0.0007257735,0.00009260838,0.001392987,0.0004884882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003613262,0.00001368526,0.9938421,0.00004354691,0.00002206053,0.00006022348,0.001775747,0.0001096329,0.0002212068,0.00006184691,0.0006714686,0.00314233],"study_design_scores_gemma":[0.000002194252,0.00001558547,0.9971577,0.00001753309,0.000007594475,0.00003214399,0.002012427,0.0001349956,0.00003602525,0.00001024054,0.0005701705,0.000003371478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992959,0.0002768029,0.0002096796,0.0002412905,0.00000397235,0.00009216339,0.004491026,0.00001030178,0.001715619],"genre_scores_gemma":[0.9964131,0.0002674697,0.0003707787,0.00008960343,0.000003080536,0.00004397459,0.00208687,0.000004287679,0.0007209501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02053669,"threshold_uncertainty_score":0.1490048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352486521705608,"score_gpt":0.2249672624633003,"score_spread":0.2114423972462443,"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."}}