{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005003192,0.0001853662,0.0006679932,0.0004555265,0.00004984701,0.00001738602,0.00007112815,0.00004133608,0.0000353082],"category_scores_gemma":[0.00001470358,0.0001446264,0.0002166663,0.0003589185,0.0001614066,0.0002192789,0.000004047825,0.0001813782,0.000003843327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001511997,"about_ca_system_score_gemma":0.00005797976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005330949,"about_ca_topic_score_gemma":0.00002395631,"domain_scores_codex":[0.9981448,0.0001920292,0.0007729639,0.0001759365,0.0005183641,0.0001958935],"domain_scores_gemma":[0.9989642,0.0002805764,0.0003404975,0.0001103275,0.0001677745,0.0001366477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005041353,0.0002608758,0.9702187,0.0005468729,0.000341594,0.001343643,0.01156127,0.00004741169,0.004600598,0.000008038699,0.000006970356,0.006022717],"study_design_scores_gemma":[0.004708348,0.001238393,0.9857776,0.0002366117,0.001202814,0.001226807,0.002852056,0.00006082371,0.002531529,0.00002551513,0.000009332194,0.0001301566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994464,0.00004806153,0.004129609,0.0007700507,0.0001850425,0.0002932621,0.00006990939,0.00002434212,0.00001572037],"genre_scores_gemma":[0.9900397,0.0005939543,0.009026107,0.0002028572,0.00005458128,0.00001113088,0.0000218003,0.00002250135,0.00002734366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555896,"threshold_uncertainty_score":0.5897693,"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."}}