{"id":"W2770072132","doi":"10.1111/pan.13290","title":"Incidence and predictors of 30‐day postoperative readmission in children","year":2017,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Brier score; Incidence (geometry); Receiver operating characteristic; Reimbursement; American society of anesthesiologists; Emergency medicine; Pediatrics; Health care; Internal medicine; Surgery","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":[0.0007770134,0.000231122,0.0002861005,0.0009249512,0.0001862691,0.0004288034,0.0004106228,0.0002570253,0.001089785],"category_scores_gemma":[0.00589943,0.0002082851,0.0005278627,0.0008568338,0.0002397687,0.0003773691,0.000500792,0.0007013595,0.0001156373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191196,"about_ca_system_score_gemma":0.0006315256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007831605,"about_ca_topic_score_gemma":0.008495913,"domain_scores_codex":[0.9993519,0.0001440295,0.0001073047,0.0001051756,0.0001773789,0.000114142],"domain_scores_gemma":[0.995674,0.0008153949,0.002724298,0.0001108278,0.0003846207,0.000290967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009123889,0.00000325991,0.9994308,0.000005048021,0.000009530691,0.00001500185,0.00001218126,0.00003296131,0.00001056346,0.000006408521,0.0000673871,0.0003976957],"study_design_scores_gemma":[0.000001722892,0.00002386115,0.9993462,0.00001168098,0.00001178373,0.0001656633,0.00008662172,0.0002389575,0.00003149065,0.000009049781,0.00007116297,0.000001866987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984903,0.0004791025,0.0001007055,0.0001011803,0.000006368711,0.000004159907,0.0006121107,0.000007481045,0.0001984578],"genre_scores_gemma":[0.9990215,0.0002471442,0.0001418266,0.00001219466,0.000007923379,0.000006013875,0.0005260721,0.000002503321,0.00003474805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007831605,"threshold_uncertainty_score":0.01557201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008959562427289946,"score_gpt":0.2573043648107191,"score_spread":0.2483448023834291,"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."}}