{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007508835,0.0001602006,0.0003005615,0.00003744126,0.00005671573,0.000008852353,0.0001721327,0.0001347976,0.0003206287],"category_scores_gemma":[0.0002899166,0.0001290698,0.0002036791,0.00003403839,0.00004335573,0.00004764065,0.00009672159,0.0001232623,0.0001871337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000072801,"about_ca_system_score_gemma":0.00004709914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005945712,"about_ca_topic_score_gemma":0.000001476366,"domain_scores_codex":[0.9987591,0.0000347051,0.0004118709,0.0003889844,0.0001935008,0.0002118624],"domain_scores_gemma":[0.9990963,0.0003077383,0.0001266154,0.0001449159,0.0001664767,0.0001579373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001161833,0.0004673217,0.9932466,0.00004194388,0.0001277494,0.00003894918,0.0003386285,0.000006304623,0.00001669047,0.0003694128,0.001199662,0.002984976],"study_design_scores_gemma":[0.008075918,0.001720199,0.749429,0.00005117937,0.00009431269,0.000034239,0.00005387351,0.001163813,0.0002473051,0.0001703676,0.2387731,0.0001866598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914002,0.00008187479,0.00007450243,0.006971808,0.0004423108,0.0005755552,0.0001441644,0.00006647887,0.0002431328],"genre_scores_gemma":[0.9924556,0.0001301253,0.0005793946,0.004344781,0.0004330493,0.0001096511,0.001349582,0.0000304963,0.0005673256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2438175,"threshold_uncertainty_score":0.5263314,"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."}}