{"id":"W2166719685","doi":"10.1111/ajt.13386","title":"High Risk of Graft Failure in Emerging Adult Heart Transplant Recipients","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital; Hospital for Sick Children; SickKids Foundation; University of Toronto; Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; McGill University Health Centre; McGill University; Minneapolis Medical Research Foundation","keywords":"Medicine; Confounding; Heart failure; Proportional hazards model; Heart transplantation; Transplantation; Heart transplants; Relative risk; Surgery; Internal medicine; Confidence interval; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000765904,0.0001666692,0.0006681631,0.0004393426,0.00002581635,0.000007607577,0.0001015659,0.00005272566,0.00001464679],"category_scores_gemma":[0.00005504242,0.0001345658,0.0001921682,0.0004823588,0.0001119728,0.0002110345,0.000001522419,0.0003407511,0.000002614634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005339774,"about_ca_system_score_gemma":0.0001464363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008859413,"about_ca_topic_score_gemma":0.0003352132,"domain_scores_codex":[0.9979151,0.0002927102,0.000885908,0.0001503619,0.0005452904,0.000210588],"domain_scores_gemma":[0.9985641,0.0001993282,0.0005696309,0.0001216978,0.0003331185,0.0002120899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004208567,0.000175549,0.968094,0.0001419366,0.0001749936,0.0002436853,0.0100403,0.00116558,0.004833153,0.0001000786,0.00004428855,0.01077785],"study_design_scores_gemma":[0.007696161,0.002092246,0.9716746,0.001088805,0.000927415,0.001442971,0.002305629,0.00009016543,0.01218848,0.0002218309,0.00007777758,0.0001939024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779332,0.00007072998,0.02029996,0.00114762,0.000278063,0.0001431513,0.00007338114,0.00001161138,0.00004223558],"genre_scores_gemma":[0.9237124,0.001172403,0.07480989,0.0001532207,0.00008562265,0.000002491731,0.00003609995,0.00001908468,0.000008786343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05450993,"threshold_uncertainty_score":0.5487433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454007612700744,"score_gpt":0.3015134547647166,"score_spread":0.2869733786377092,"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."}}