{"id":"W3014746114","doi":"10.1097/aln.0000000000003265","title":"Persistent Postoperative Opioid Use","year":2020,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Opioid; Incidence (geometry); Cohort; Adverse effect; Cohort study; Population; Opioid use disorder; Observational study; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004642489,0.0005466932,0.002685446,0.0001386777,0.00006225674,0.00001879406,0.0001643902,0.0004883363,0.0002191981],"category_scores_gemma":[0.0001314195,0.0003711234,0.001044709,0.0001920765,0.0001088095,0.00003927695,0.0000728272,0.000437272,0.001755442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947159,"about_ca_system_score_gemma":0.0006957058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005375749,"about_ca_topic_score_gemma":0.000001551814,"domain_scores_codex":[0.998126,0.0002499638,0.0004694355,0.0006718223,0.0001332323,0.0003495142],"domain_scores_gemma":[0.9987758,0.000230266,0.0001690217,0.0005321258,0.00006941561,0.0002233808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006063142,0.0003041434,0.0005039897,0.006316633,0.001178208,0.002917425,0.0008905387,1.305712e-7,4.982729e-7,0.0002191039,0.003518703,0.98409],"study_design_scores_gemma":[0.0003352587,0.001762299,0.0003658276,0.002455829,0.002823456,0.001788301,0.00009709907,0.00000105291,5.021397e-7,0.000004735777,0.9900846,0.0002810306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007319381,0.9969342,4.240081e-7,0.0003381106,0.0001291406,0.001478025,0.00002603836,0.0001008573,0.0002612078],"genre_scores_gemma":[0.0000344925,0.9957471,0.00034884,0.001650843,0.0001339074,0.0002339965,0.0007630194,0.00009121352,0.0009965751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865659,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06193697918691739,"score_gpt":0.3276174005957173,"score_spread":0.2656804214087999,"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."}}