{"id":"W4372342401","doi":"10.1016/j.ajt.2023.04.028","title":"Clonal hematopoiesis of indeterminate potential and outcomes after heart transplantation: A multicenter study","year":2023,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Research Resources; Georgia Clinical and Translational Science Alliance; Vanderbilt University Medical Center; Vanderbilt University; Vanderbilt Institute for Clinical and Translational Research; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; American Heart Association; National Center for Advancing Translational Sciences; National Human Genome Research Institute; Burroughs Wellcome Fund","keywords":"Medicine; Transplantation; Internal medicine; Cardiology; Heart transplantation; Disease; Population; Oncology","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":[0.002044678,0.000496381,0.0004597566,0.0006381274,0.0007684332,0.0008398472,0.0006112215,0.0007848066,0.0009989575],"category_scores_gemma":[0.002981238,0.0003774257,0.0004831313,0.0008517636,0.0004555304,0.0005701896,0.0007224462,0.0006054346,0.0001743042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574649,"about_ca_system_score_gemma":0.0003763527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00195798,"about_ca_topic_score_gemma":0.001824644,"domain_scores_codex":[0.998791,0.000536712,0.00009867668,0.0002740849,0.0001428219,0.0001566047],"domain_scores_gemma":[0.9978243,0.0003913851,0.0006983326,0.0003835007,0.0001868449,0.000515551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008160453,0.0002464738,0.9969971,0.000007516192,0.0001393379,0.000150375,0.0001472022,0.00003480264,0.0005533735,0.00002546755,0.00009192951,0.0007903814],"study_design_scores_gemma":[0.000167482,0.0007803837,0.9974577,0.000007430512,0.0001588497,0.0005131837,0.0002604184,0.0003054203,0.0001452286,0.0000312384,0.0001636628,0.000009063174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997149,0.00006482984,0.00004454738,0.00001587566,0.000002142524,0.000009823537,0.00007041448,0.000001074851,0.00007626746],"genre_scores_gemma":[0.9997004,0.0000304257,0.00005356861,0.00002376082,0.00001439353,0.00001209254,0.0001301893,0.000001674568,0.00003343592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002044678,"threshold_uncertainty_score":0.01081342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168967669308199,"score_gpt":0.3211121409749472,"score_spread":0.3094224642818652,"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."}}