{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007476029,0.0002079981,0.0003172867,0.001022875,0.0003155789,0.0005544582,0.0003944188,0.0003508673,0.001388827],"category_scores_gemma":[0.005141786,0.0001954014,0.0005231585,0.001389164,0.0003147817,0.0005537999,0.0007250987,0.0006527241,0.0001975725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212424,"about_ca_system_score_gemma":0.000591239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373434,"about_ca_topic_score_gemma":0.01861825,"domain_scores_codex":[0.9990113,0.0001635355,0.000175846,0.0002079209,0.0002621163,0.000179218],"domain_scores_gemma":[0.9950787,0.0004984466,0.003864571,0.00008862869,0.0002376496,0.0002320218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001157313,0.000003974095,0.9994047,0.000007315576,0.00001225831,0.0000245407,0.00004133645,0.00001457888,0.00001506761,0.000005031572,0.00004931456,0.0004102273],"study_design_scores_gemma":[0.000001031955,0.00002657054,0.9992642,0.00001749242,0.000006693228,0.0002948543,0.0002208443,0.00004767515,0.0000157549,0.000005318027,0.00009776756,0.000001819214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997164,0.0005859475,0.00007889223,0.00008300067,0.000005977764,0.00001091797,0.00178275,0.000004142224,0.0002845104],"genre_scores_gemma":[0.9981745,0.0003780886,0.0001350874,0.00003297332,0.000008901866,0.00001221179,0.001182546,0.000002575179,0.00007308101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373434,"threshold_uncertainty_score":0.02730882,"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."}}