{"id":"W4403260688","doi":"10.1016/j.hrthm.2024.09.066","title":"Heart transplantation for pediatric patients with malignant arrhythmias: Indications and outcomes","year":2024,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heart transplantation; Cardiology; Transplantation; Internal medicine; Intensive care medicine","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":[0.000174266,0.0001595113,0.0002799595,0.0002003112,0.0001155109,0.00004527007,0.00001662943,0.00007363776,0.00002615066],"category_scores_gemma":[0.00002018979,0.000110789,0.00008661707,0.000213102,0.00003602913,0.0001445619,0.000003402986,0.0001144808,0.00002266321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002101628,"about_ca_system_score_gemma":0.00009532372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008664123,"about_ca_topic_score_gemma":0.000009343091,"domain_scores_codex":[0.9989766,0.00003187719,0.0002501046,0.0003043186,0.0002193879,0.0002176944],"domain_scores_gemma":[0.9992958,0.0003374002,0.00002762021,0.0001429268,0.00006886473,0.0001274324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003170904,0.0001076355,0.9874311,0.002335122,0.0001162564,0.00007006792,0.001348483,0.000006115126,0.00006510683,0.002559754,0.001047092,0.004596164],"study_design_scores_gemma":[0.001653197,0.0003027218,0.9883727,0.0001488567,0.0004504069,0.0004740003,0.00003608813,0.00007051004,0.0001754389,0.0001947664,0.007957511,0.0001637933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722453,0.0008690231,0.01946622,0.005478513,0.0003171577,0.001126509,0.0002221601,0.0001808713,0.00009425341],"genre_scores_gemma":[0.9398369,0.0002523778,0.05723789,0.001373413,0.0002934329,0.0001873247,0.0002799732,0.00004843099,0.0004902406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03777166,"threshold_uncertainty_score":0.4517845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558484535446962,"score_gpt":0.3036652319444056,"score_spread":0.288080386589936,"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."}}