{"id":"W3173238062","doi":"10.1001/jamasurg.2021.2076","title":"Variations in Perceptions of Postoperative Opioid Need for Pediatric Surgical Patients","year":2021,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Sanofi; GlaxoSmithKline","keywords":"Medicine; Opioid; General surgery; MEDLINE; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001771169,0.0000856253,0.0001713314,0.0004765708,0.0005333435,0.0006928566,0.0002008469,0.0002997803,0.002215396],"category_scores_gemma":[0.01009185,0.000113762,0.0002793467,0.0004496229,0.000448964,0.0006468623,0.0008757826,0.0007998485,0.0001361661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008614677,"about_ca_system_score_gemma":0.001327068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956716,"about_ca_topic_score_gemma":0.01020626,"domain_scores_codex":[0.9986418,0.0004687595,0.0001877186,0.00008667053,0.000316435,0.0002986561],"domain_scores_gemma":[0.9916834,0.002697171,0.003294352,0.0001149934,0.0009121723,0.001297963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174722,0.0001018921,0.9661442,0.00007964241,0.00003484456,0.000338877,0.019914,0.00008460363,0.0006078075,0.0002505889,0.0005489782,0.01177694],"study_design_scores_gemma":[0.000006940905,0.0003337163,0.899756,0.0001143853,0.0000200468,0.0008480902,0.09535553,0.0002379206,0.0002642677,0.00008171793,0.002959472,0.00002187101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981272,0.00009482974,0.00008174522,0.0003276323,0.00000718624,0.00001113658,0.00009046586,0.000001334854,0.001258602],"genre_scores_gemma":[0.9994313,0.0001644581,0.0001260812,0.0001153272,0.000004697667,0.000008792515,0.0000467349,0.000001077998,0.0001015286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005956716,"threshold_uncertainty_score":0.0118441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137135858918952,"score_gpt":0.2729688286290824,"score_spread":0.2592552427371872,"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."}}