{"id":"W4399700870","doi":"10.1016/j.cardfail.2024.05.011","title":"Clonal Hematopoiesis of Indeterminate Potential and Long-term Outcomes in Heart Transplantation","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Indeterminate; Term (time); Transplantation; Intensive care medicine; Heart transplantation; Haematopoiesis; Cardiology; Internal medicine; Stem cell; Genetics","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":[0.0006858642,0.000146654,0.0002485055,0.0005178102,0.0004567859,0.001000417,0.0004550627,0.0004504789,0.001405871],"category_scores_gemma":[0.004105511,0.00009672981,0.0001543575,0.0004087277,0.0004295761,0.0005651957,0.0005706034,0.0007359505,0.0001297804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509632,"about_ca_system_score_gemma":0.0003794265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005359923,"about_ca_topic_score_gemma":0.0006769067,"domain_scores_codex":[0.9997019,0.00009453105,0.00002349375,0.00002987968,0.00005663758,0.00009358882],"domain_scores_gemma":[0.997781,0.0006437517,0.0007826068,0.0001176878,0.000123859,0.0005511551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009296903,0.0001529665,0.9876665,0.00001124025,0.00003373646,0.0008111486,0.0001021873,0.0001693683,0.0007475487,0.000281188,0.0001483253,0.008946121],"study_design_scores_gemma":[0.00003795442,0.0006027352,0.9937553,0.00002944788,0.00006888407,0.002463724,0.0004690819,0.0008809848,0.0004446911,0.0008683071,0.0003651366,0.00001368662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992113,0.0002979824,0.0000403311,0.00003886902,0.000006036016,0.000002185218,0.00002251966,0.000001777785,0.0003788467],"genre_scores_gemma":[0.9997775,0.00006048108,0.00001517496,0.00001489382,0.00001786435,0.000001483863,0.00004659446,6.670778e-7,0.00006540331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001405871,"threshold_uncertainty_score":0.004703104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153320852415046,"score_gpt":0.3039189115836968,"score_spread":0.2923857030595463,"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."}}