{"id":"W3129166683","doi":"10.1503/cjs.001319","title":"Optimizing opioid prescriptions after laparoscopic appendectomy and cholecystectomy","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Medicine; Medical prescription; Opioid; Patient satisfaction; Pill; Cholecystectomy; Laparoscopic cholecystectomy; Anesthesia; Internal medicine; General surgery; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007965435,0.000142193,0.0003254523,0.0002837605,0.0004350235,0.0003367089,0.000193887,0.0002633666,0.001204339],"category_scores_gemma":[0.005852213,0.0001147525,0.0002621708,0.000467638,0.0002391721,0.0002072032,0.0003872267,0.0003745213,0.0001405738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009874696,"about_ca_system_score_gemma":0.002474343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008181933,"about_ca_topic_score_gemma":0.01840807,"domain_scores_codex":[0.9991867,0.0002455628,0.00014834,0.00005556369,0.0002529885,0.0001109268],"domain_scores_gemma":[0.99715,0.0004196134,0.001640947,0.00007187915,0.0002850167,0.0004325366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008703192,0.0007913461,0.9365184,0.0003515182,0.00008511497,0.0001675413,0.0003378328,0.0002930358,0.000911362,0.00002515058,0.000648939,0.05899942],"study_design_scores_gemma":[0.00005769903,0.001010676,0.997651,0.00005102271,0.0000183581,0.0001747909,0.0001918802,0.0001192759,0.0001644041,0.00001823789,0.0005371229,0.000005534479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974366,0.0009899848,0.0001403894,0.0003460901,0.00001790848,0.00013432,0.0001388139,0.000006662369,0.0007892532],"genre_scores_gemma":[0.9970291,0.001024252,0.0009802894,0.0002990341,0.00003975851,0.0001031934,0.0002934621,0.000001676143,0.0002291766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008181933,"threshold_uncertainty_score":0.01626861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164239849403455,"score_gpt":0.2428032954841882,"score_spread":0.2211608969901536,"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."}}