{"id":"W4392131477","doi":"10.1136/bmjopen-2023-080790","title":"Canadian Addiction Treatment Centre (CATC) opioid agonist treatment cohort in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"Northern Ontario Academic Medicine Association","keywords":"Medicine; Cohort; Buprenorphine; Opioid use disorder; Cohort study; Substance abuse; Methadone maintenance; Methadone; Opioid; Family medicine; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008473384,0.0004135538,0.0006275979,0.001606175,0.005528211,0.001619196,0.001680359,0.0005398857,0.004962876],"category_scores_gemma":[0.002557609,0.0004432166,0.000595847,0.005412193,0.0007519725,0.0006912756,0.001330283,0.001046981,0.0006013098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04031152,"about_ca_system_score_gemma":0.06241969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967564,"about_ca_topic_score_gemma":0.9981803,"domain_scores_codex":[0.9983182,0.00007118929,0.00008965591,0.0002958009,0.0007082167,0.0005169704],"domain_scores_gemma":[0.9968691,0.00007861553,0.0005269948,0.0001355761,0.001672194,0.0007175095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000114407,0.00006329398,0.9654191,0.0001320148,0.00008722083,0.0001744115,0.001646986,0.0001682399,0.000305518,0.0005209249,0.02435332,0.007014516],"study_design_scores_gemma":[0.00002620458,0.00003619886,0.9900624,0.0001212257,0.00004172225,0.0001496637,0.001696134,0.0003199723,0.00006049745,0.00008052096,0.007383863,0.00002169167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872859,0.002156508,0.001203481,0.003221838,0.0001351704,0.001062204,0.1018608,0.000099081,0.01740189],"genre_scores_gemma":[0.9686637,0.00139831,0.001017173,0.001428623,0.00004631778,0.000493438,0.02008496,0.00003779096,0.006829749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04031152,"threshold_uncertainty_score":0.2924819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274569741992774,"score_gpt":0.3132629995403671,"score_spread":0.2858060253410897,"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."}}