{"id":"W2908770907","doi":"10.1097/sla.0000000000003171","title":"Opioid Prescription Patterns for Children Following Laparoscopic Appendectomy","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Medical prescription; Confidence interval; Opioid; Constipation; Relative risk; Emergency department; Internal medicine; Anesthesia; Pediatrics; Emergency medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002325284,0.0001440344,0.0004166571,0.0001532122,0.00005783539,0.00001152294,0.0000559635,0.00007135069,0.00008140703],"category_scores_gemma":[0.0001176213,0.0001288307,0.0003539045,0.0001098325,0.00003476092,0.0001115858,0.00002461629,0.00004640044,0.00003233324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001163151,"about_ca_system_score_gemma":0.00009068474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001577058,"about_ca_topic_score_gemma":0.000006034512,"domain_scores_codex":[0.9989114,0.00002130245,0.0003128105,0.0002460403,0.000210174,0.0002982832],"domain_scores_gemma":[0.9992309,0.0001142,0.0001083856,0.0003151847,0.0001406948,0.00009067558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675113,0.0003543809,0.9781895,0.0001717839,0.0003508825,0.000003942411,0.0003277394,2.083722e-7,0.00132772,0.00002408018,0.01323859,0.005843617],"study_design_scores_gemma":[0.0009444049,0.0002939915,0.9087747,0.0004133661,0.0001181475,0.000004069257,0.0000711558,0.00001266628,0.08731529,0.0001911932,0.001728588,0.0001323967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997098,0.0006808299,0.0001308468,0.0006491492,0.0004763678,0.0006070681,0.00005985617,0.00005684941,0.0002409981],"genre_scores_gemma":[0.9981158,0.0001894804,0.0001913356,0.0006209203,0.000292899,0.00007643827,0.0002406934,0.00003005024,0.0002424251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08598758,"threshold_uncertainty_score":0.5253562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140751321625529,"score_gpt":0.3534853421434847,"score_spread":0.2394102099809318,"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."}}