{"id":"W3216793961","doi":"10.1161/circ.144.suppl_1.11567","title":"Abstract 11567: Congenital Heart Disease Classification Improves SRTR Risk Estimation of Waitlist and Early Post-Transplant Mortality for Pediatric Heart Transplantation","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; SickKids Foundation","funders":"","keywords":"Medicine; Heart transplantation; Cardiology; Internal medicine; Transplantation; Hazard ratio; Proportional hazards model; Heart disease; Heart failure; Cardiomyopathy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008138874,0.0005300339,0.0005550052,0.000982248,0.0002518203,0.001131523,0.0008453388,0.0003630134,0.004111188],"category_scores_gemma":[0.01588278,0.0002578626,0.00163594,0.001050392,0.0002401585,0.0007882422,0.0009556072,0.00095618,0.0007040774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681395,"about_ca_system_score_gemma":0.001090318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005434706,"about_ca_topic_score_gemma":0.004922107,"domain_scores_codex":[0.9963404,0.002066782,0.0002891729,0.0006238474,0.0004641145,0.0002155839],"domain_scores_gemma":[0.9902837,0.004843058,0.002788763,0.001006012,0.0006962005,0.0003824262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003431443,0.00002983848,0.9882237,0.0000373693,0.0002936104,0.00003210948,0.00004380793,0.002093815,0.000149464,0.0001328555,0.00100135,0.007618919],"study_design_scores_gemma":[0.00008486777,0.0007479879,0.9426548,0.00009261816,0.000761566,0.0005154326,0.0001966577,0.05140545,0.0007684415,0.0004962448,0.00224671,0.00002923312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858132,0.00043061,0.008821838,0.000400242,0.00006378753,0.00003939074,0.003513334,0.00006955403,0.0008480225],"genre_scores_gemma":[0.9923546,0.0001106463,0.003964031,0.0000487284,0.00005733434,0.00003193384,0.003017777,0.00002835558,0.000386472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008138874,"threshold_uncertainty_score":0.04304302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374583023157599,"score_gpt":0.3231810911938858,"score_spread":0.2894352609623098,"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."}}