{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008510242,0.000154088,0.0004782366,0.0002745609,0.0001331597,0.00001198812,0.0001061397,0.00002720233,0.00009408737],"category_scores_gemma":[0.0001198713,0.0001511989,0.0001771369,0.0004375927,0.00005310975,0.0001186481,0.00007795234,0.00019986,0.000005587122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000523077,"about_ca_system_score_gemma":0.0001548485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007934055,"about_ca_topic_score_gemma":0.0001556365,"domain_scores_codex":[0.99807,0.0003552169,0.0003530809,0.0003545342,0.0006527101,0.0002144501],"domain_scores_gemma":[0.9992085,0.0001132461,0.0001482185,0.0003570737,0.0001079428,0.00006508371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002409606,0.001033089,0.994968,0.00001859103,0.0001337878,0.0002041869,0.002414291,0.0001757976,0.00000252476,0.0001357445,0.0004904172,0.0001826375],"study_design_scores_gemma":[0.0008177932,0.002384209,0.9920731,0.00004702191,0.0001179155,0.000005263719,0.003984163,0.0001224564,0.00000449145,0.00001190986,0.0002935528,0.0001381234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981864,0.00006831305,0.000002622425,0.0001943991,0.0000272442,0.001364239,0.000001218601,0.00002349232,0.0001320778],"genre_scores_gemma":[0.9983563,0.0000230343,0.00004673718,0.001173157,0.000007782071,0.0001108069,0.00001973395,0.00002219572,0.00024024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002894872,"threshold_uncertainty_score":0.6165714,"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."}}