{"id":"W4292197648","doi":"10.1111/ajt.17172","title":"Clonal hematopoiesis confers an increased mortality risk in orthotopic heart transplant recipients","year":2022,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Princess Margaret Cancer Centre; Health Sciences North; University Health Network; University of Toronto; Toronto General Hospital; Ontario Institute for Cancer Research; Ted Rogers Centre for Heart Research","funders":"Canada First Research Excellence Fund; Canadian Institutes of Health Research; Government of Ontario; Heart and Stroke Foundation of Canada","keywords":"Medicine; Hazard ratio; Internal medicine; Haematopoiesis; Heart transplantation; Population; Mortality rate; Gastroenterology; Risk stratification; Hematopoietic stem cell transplantation; Transplantation; Immunology; Stem cell; Confidence interval","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":[0.001278422,0.0001780164,0.0006160862,0.000389447,0.0001418535,0.00001475988,0.0001383762,0.00003277577,0.0002139984],"category_scores_gemma":[0.00001855129,0.0001627902,0.0002201101,0.000446204,0.0001159845,0.0002217173,0.000003364071,0.0005345831,0.000001316938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118072,"about_ca_system_score_gemma":0.0002335322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408839,"about_ca_topic_score_gemma":0.000210764,"domain_scores_codex":[0.997203,0.0008361922,0.000807269,0.000219745,0.0006889178,0.0002448774],"domain_scores_gemma":[0.9988285,0.0002468986,0.0004499351,0.0001664963,0.00008902261,0.0002191156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002988174,0.0003274686,0.9845127,0.00007084582,0.0001377914,0.0006049957,0.003799816,0.0004674652,0.003877723,0.00008806682,0.00000663259,0.003118254],"study_design_scores_gemma":[0.003628333,0.001600959,0.9884995,0.0001093988,0.0005966701,0.001997861,0.001367143,0.0001326191,0.001697854,0.0001016618,0.0001025043,0.0001654784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943021,0.0000547192,0.004549078,0.0002576966,0.0002376517,0.0002299472,0.0002489606,0.0000194455,0.0001003773],"genre_scores_gemma":[0.9885657,0.0004622858,0.01019778,0.0005054029,0.00006587494,0.00001652834,0.0001580841,0.00002153325,0.000006827048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005736437,"threshold_uncertainty_score":0.6638393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244508565524789,"score_gpt":0.3303420340122245,"score_spread":0.3078969483569766,"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."}}