{"id":"W2888085709","doi":"10.1080/24740527.2018.1501669","title":"Opioid weaning and pain management in postsurgical patients at the Toronto General Hospital Transitional Pain Service","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University Health Network; University of Toronto; Toronto General Hospital; Providence Health Care; St. Paul's Hospital; Queen's University","funders":"Ontario Ministry of Health and Long-Term Care; University Health Network","keywords":"Medicine; Opioid; Perioperative; Weaning; Anesthesia; Chronic pain; Physical therapy; 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":[0.0002392086,0.0001190714,0.0001138342,0.000243414,0.0008230115,0.0003838106,0.0002929094,0.0001719797,0.002314446],"category_scores_gemma":[0.001411252,0.000110072,0.0001485664,0.0005043131,0.0003679359,0.0001675332,0.0005851184,0.0003252575,0.0001382936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101974,"about_ca_system_score_gemma":0.005157922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1604407,"about_ca_topic_score_gemma":0.3743258,"domain_scores_codex":[0.9996384,0.00006408113,0.0000233054,0.00001615702,0.00008772244,0.0001702502],"domain_scores_gemma":[0.9985268,0.00008391061,0.0003250063,0.00001539968,0.0001732928,0.000875552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00020611,0.0002797587,0.9774615,0.00009236043,0.00002326107,0.0004510628,0.00114471,0.00009926667,0.0005698228,0.0000340389,0.002004308,0.01763371],"study_design_scores_gemma":[0.00002239597,0.0005238258,0.9969501,0.00004181305,0.00001164645,0.0001947872,0.001447633,0.0001333273,0.00009295537,0.00001186255,0.0005648182,0.000004683359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987761,0.0002069019,0.0000263078,0.0002313885,0.000007489705,0.00002464754,0.00006934039,0.000003874307,0.0006538621],"genre_scores_gemma":[0.9989742,0.0002925362,0.0001143626,0.000169949,0.00001029975,0.0000159459,0.0001214249,0.000001180754,0.0003001989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1604407,"threshold_uncertainty_score":0.3190138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005310099942106666,"score_gpt":0.2159822394289202,"score_spread":0.2106721394868136,"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."}}