{"id":"W4296325239","doi":"10.2147/dhps.s360832","title":"Opioid Utilization and Management in the Setting of Stewardship During Inpatient Rehab Care","year":2022,"lang":"en","type":"article","venue":"Drug Healthcare and Patient Safety","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Toronto General Hospital; University of Toronto; University Health Network","funders":"Leslie Dan Faculty of Pharmacy, University of Toronto; University of Toronto","keywords":"Medicine; Opioid; Emergency medicine; Medical prescription; Rehabilitation; Acute care; Stewardship (theology); Health care; Physical therapy; Internal medicine; Nursing","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":[0.001182724,0.0001388587,0.0002257777,0.0007457638,0.0007311117,0.0007379137,0.0004637411,0.0002428934,0.001010353],"category_scores_gemma":[0.005270138,0.000146406,0.0002221622,0.001007335,0.0005222487,0.0004414517,0.0008533563,0.0004883482,0.00008487868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681975,"about_ca_system_score_gemma":0.003269419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02297421,"about_ca_topic_score_gemma":0.0469308,"domain_scores_codex":[0.9981711,0.0004409499,0.0003304106,0.0001544155,0.0004954741,0.0004076059],"domain_scores_gemma":[0.9913259,0.0008401186,0.005867997,0.0001191135,0.0008257499,0.001021065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005296063,0.00004110339,0.9957412,0.00004365889,0.00001532752,0.000380033,0.0005094527,0.00003707668,0.0001514267,0.00001598505,0.0001360727,0.002875665],"study_design_scores_gemma":[0.000002308578,0.0001053006,0.9979739,0.00004001921,0.000007559681,0.000547895,0.0009846623,0.00007284965,0.00007705457,0.00001064394,0.000174371,0.000003322888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987682,0.0003332514,0.00006539169,0.0001232611,0.000004395656,0.00002687691,0.00009698049,0.000002478612,0.0005790765],"genre_scores_gemma":[0.9995162,0.0001968506,0.0001021589,0.0000454035,0.000009972333,0.00001204617,0.00007240259,7.298966e-7,0.00004424114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297421,"threshold_uncertainty_score":0.04568094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704491106919883,"score_gpt":0.2814667411774004,"score_spread":0.2644218301082016,"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."}}