{"id":"W3006596000","doi":"10.1097/aia.0000000000000274","title":"Opioid prescribing patterns at discharge for surgical patients","year":2020,"lang":"en","type":"article","venue":"International Anesthesiology Clinics","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opioid; Anesthesia; MEDLINE; Opioid-Related Disorders; Opioid epidemic; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003797578,0.000157323,0.0003597905,0.001125456,0.0005972608,0.0007586299,0.000409985,0.0003838494,0.008584849],"category_scores_gemma":[0.00514024,0.0001815109,0.0006865849,0.00207715,0.0001983218,0.0007613882,0.0006563769,0.0008384427,0.001573262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009517954,"about_ca_system_score_gemma":0.001374662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456721,"about_ca_topic_score_gemma":0.03351875,"domain_scores_codex":[0.9989828,0.0001184646,0.0002988812,0.0001577687,0.0002755669,0.0001664276],"domain_scores_gemma":[0.9962308,0.0004933823,0.002091938,0.00008224426,0.000659308,0.0004422668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337414,0.00005251817,0.9816227,0.0002133847,0.00008225827,0.0001981873,0.0005049137,0.00007807316,0.00009708619,0.0001162012,0.003713503,0.01318736],"study_design_scores_gemma":[0.000006864971,0.0000590878,0.9944284,0.0003209398,0.0000178261,0.0005866357,0.001479094,0.0001375162,0.00004667637,0.0001433611,0.00275818,0.00001548784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574386,0.006803596,0.0003617065,0.001727845,0.00008310867,0.0001219358,0.01726876,0.00005650395,0.01613783],"genre_scores_gemma":[0.9813846,0.005774562,0.0004882008,0.0009636485,0.00009522332,0.00008007581,0.008704611,0.00003418699,0.002474795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01456721,"threshold_uncertainty_score":0.02896482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740974105042411,"score_gpt":0.3199888027268244,"score_spread":0.2825790616764003,"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."}}