{"id":"W2972178213","doi":"10.1111/petr.13561","title":"Hospital readmission following pediatric heart transplantation","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Hospital readmission; Heart transplantation; Incidence (geometry); Transplantation; Hazard ratio; Emergency medicine; Proportional hazards model; Heart transplants; Intensive care medicine; Pediatrics; Internal medicine; Confidence interval","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004347881,0.0003651252,0.0005130154,0.0004809017,0.0001489413,0.00004972018,0.0001245167,0.0002567668,0.000264307],"category_scores_gemma":[0.00002620795,0.0003355397,0.0004075237,0.0007136378,0.00001393081,0.0005025546,0.000004592324,0.0003452761,0.0004028974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006465774,"about_ca_system_score_gemma":0.0001902388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005428592,"about_ca_topic_score_gemma":0.000005921931,"domain_scores_codex":[0.9973555,0.0001282073,0.0006651646,0.0006211822,0.0007447716,0.0004852061],"domain_scores_gemma":[0.9988162,0.0003400825,0.0001584353,0.0003025552,0.00009110667,0.0002916235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005435799,0.0001754252,0.9927801,0.002033712,0.00003445965,0.0001879058,0.00165482,0.00005567558,0.001767171,0.0001410677,0.0001421961,0.0004838954],"study_design_scores_gemma":[0.005185685,0.0005205139,0.9887716,0.00006966126,0.002417317,0.0001848869,0.00006440454,0.00009055402,0.001882298,0.0001064409,0.0002466029,0.0004600007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848641,0.0005741281,0.009341019,0.000636319,0.001559932,0.00107794,0.00007285415,0.0003296943,0.001544056],"genre_scores_gemma":[0.9718137,0.01174948,0.01397899,0.0002976685,0.0008414221,0.00004173358,0.0007732841,0.00006919266,0.00043452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305035,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019365173407199,"score_gpt":0.2844355734342806,"score_spread":0.2742419217002086,"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."}}