{"id":"W4307793209","doi":"10.4212/cjhp.3292","title":"Discerning Clinician Perceptions of an Established Opioid Stewardship (DISCLOSE) Program","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; Royal Columbian Hospital; Abbotsford Veterinary Clinic","funders":"","keywords":"Medicine; Family medicine; Pharmacist; Descriptive statistics; Nursing; Stewardship (theology); Health care; Pharmacy; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01167015,0.0001671979,0.0002008877,0.0006181644,0.001251565,0.002031994,0.0004182332,0.0008987389,0.002288676],"category_scores_gemma":[0.04297577,0.0002932666,0.0002454373,0.0004256532,0.001128577,0.0009760932,0.001728704,0.001076538,0.0001927623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002876966,"about_ca_system_score_gemma":0.006404285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005871692,"about_ca_topic_score_gemma":0.008542133,"domain_scores_codex":[0.9889181,0.006278273,0.0009499594,0.0004167624,0.002391259,0.001045664],"domain_scores_gemma":[0.9482945,0.02250416,0.0124934,0.0008791391,0.005712893,0.01011593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004612766,0.001473309,0.8888754,0.0005238758,0.0001000095,0.0006318979,0.05578811,0.0002639049,0.002168659,0.0004742999,0.002156067,0.04708315],"study_design_scores_gemma":[0.0001382398,0.002643995,0.8591844,0.000491509,0.00007734462,0.0007512632,0.1263591,0.001387135,0.0008710602,0.0003499087,0.007692715,0.00005332288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954693,0.000180544,0.000239394,0.001698562,0.00001978359,0.00008324788,0.00002521697,0.00000541562,0.002278429],"genre_scores_gemma":[0.9989277,0.00015385,0.00048095,0.0002861884,0.000008875553,0.00002716546,0.00001564388,0.000001050977,0.00009861717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167015,"threshold_uncertainty_score":0.06171834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139308587244457,"score_gpt":0.3303574567220421,"score_spread":0.3089643708495975,"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."}}