{"id":"W4394574645","doi":"10.1111/add.16491","title":"Prescribing practices in opioid agonist treatment and changes in compliance to clinical dosing guidelines in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Centre for Advancing Health Outcomes","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Buprenorphine; Methadone; Medicine; Dosing; (+)-Naloxone; Opioid use disorder; Population; Guideline; Opioid; Anesthesia; Emergency medicine; Pharmacology; Internal medicine; Environmental health","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":[0.0009562697,0.0003236105,0.0004534136,0.001880361,0.00306924,0.001961145,0.002145469,0.0007363851,0.0031585],"category_scores_gemma":[0.004665468,0.0005933979,0.0004851015,0.006377032,0.0009701166,0.0004622833,0.001053908,0.001194194,0.0003946422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05571221,"about_ca_system_score_gemma":0.06165578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983482,"about_ca_topic_score_gemma":0.9986615,"domain_scores_codex":[0.9975905,0.0002016011,0.000216627,0.0004260767,0.0008835502,0.0006815151],"domain_scores_gemma":[0.9932433,0.0004198633,0.001496366,0.000183335,0.003183357,0.001473695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005062838,0.00004875844,0.9882409,0.00007781604,0.00005639844,0.00009598877,0.001032714,0.0002010965,0.0001272715,0.00009797238,0.003211706,0.006758695],"study_design_scores_gemma":[0.00000771915,0.00001471536,0.9964952,0.0001057578,0.00001805543,0.00006302323,0.00139388,0.0003485195,0.00005585503,0.00001980908,0.00146236,0.00001514282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787431,0.002723855,0.0002321642,0.001745246,0.00004338591,0.0001047648,0.01112359,0.00004036798,0.005243519],"genre_scores_gemma":[0.9936128,0.001190942,0.000352765,0.0004391963,0.000009386952,0.00004260079,0.002555056,0.00001225968,0.001784974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05571221,"threshold_uncertainty_score":0.4042222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08805506457580761,"score_gpt":0.3796654911105972,"score_spread":0.2916104265347896,"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."}}