{"id":"W4307774273","doi":"10.1111/anae.15900","title":"Incidence of persistent postoperative opioid use in patients undergoing ambulatory surgery: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Ottawa Public Health; University of Toronto; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Ambulatory; Opioid; Retrospective cohort study; Incidence (geometry); Cohort; Cohort study; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001273146,0.0003336517,0.0006308489,0.001099693,0.0008426158,0.001047717,0.0007189918,0.0005388827,0.001029762],"category_scores_gemma":[0.002735352,0.0006529571,0.0008259101,0.002513519,0.0004455294,0.0006674127,0.0007675751,0.0009355,0.0002302216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438848,"about_ca_system_score_gemma":0.0019946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1134052,"about_ca_topic_score_gemma":0.1316757,"domain_scores_codex":[0.9987506,0.0001550037,0.0001809145,0.0003751017,0.0003045315,0.000233838],"domain_scores_gemma":[0.997156,0.0002491572,0.001158438,0.0003684619,0.0006085811,0.000459329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004651681,0.00001801668,0.9992285,0.00001045921,0.00005864152,0.00005854859,0.00009109345,0.00001137236,0.00004934378,0.000007586587,0.00008407864,0.0003358024],"study_design_scores_gemma":[0.000008350647,0.0000784602,0.9990116,0.00001380248,0.00005039583,0.0002543677,0.000285459,0.00009488481,0.00001283223,0.000008978045,0.0001745482,0.000006280208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981008,0.0003320042,0.0001212822,0.00003844727,0.00000655392,0.0000384758,0.001125996,0.00000448119,0.0002318729],"genre_scores_gemma":[0.9982598,0.0002925387,0.0001506094,0.00004775062,0.00001054614,0.00003229459,0.001109203,0.000003744753,0.00009358787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134052,"threshold_uncertainty_score":0.2254902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645791729424211,"score_gpt":0.236517912259623,"score_spread":0.2200599949653809,"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."}}