{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002097995,0.0001023832,0.0002174012,0.000106765,0.00007911832,0.00001496771,0.00007578628,0.00005643123,0.00004616404],"category_scores_gemma":[0.0001141869,0.0000763635,0.00002750456,0.0000553791,0.00005230985,0.0001096192,0.00003964113,0.00007199327,0.00001465477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002156954,"about_ca_system_score_gemma":0.00005749302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001872048,"about_ca_topic_score_gemma":0.00000526468,"domain_scores_codex":[0.9993324,0.00003000029,0.0001671361,0.000181493,0.000156678,0.0001323513],"domain_scores_gemma":[0.9994661,0.00002667551,0.00009512244,0.0002815906,0.00003015868,0.0001003533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000244726,0.0000768739,0.99695,0.00002037897,0.00001233257,0.00008766936,0.0002965017,3.104799e-7,0.00002664026,0.00006680712,0.001006529,0.001431538],"study_design_scores_gemma":[0.0008391506,0.0002325158,0.9978048,0.00002670057,0.0001041067,0.00005179667,0.000024587,0.0000143758,0.0001105152,0.000019134,0.0007069307,0.00006540462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955872,0.0003244411,0.000005951287,0.003171675,0.00001240295,0.0004203753,5.454847e-7,0.00001709982,0.0004603316],"genre_scores_gemma":[0.998362,0.0005722368,0.0003291253,0.00008755182,0.0001086251,0.00001168997,0.000005440102,0.000008614575,0.0005147106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003084123,"threshold_uncertainty_score":0.3114013,"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."}}