{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006098116,0.0003130375,0.0002939633,0.0005606033,0.0003416929,0.0008475279,0.0003057445,0.0004530784,0.002820749],"category_scores_gemma":[0.001889353,0.0001361046,0.0002870201,0.0004543005,0.0002761676,0.0002767225,0.0003832799,0.0007855877,0.0001833045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750662,"about_ca_system_score_gemma":0.0003097937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004414031,"about_ca_topic_score_gemma":0.0004904187,"domain_scores_codex":[0.9996051,0.0001642852,0.00001753701,0.00005339087,0.00007838629,0.000081326],"domain_scores_gemma":[0.9984371,0.0003780151,0.0006156411,0.0001830545,0.00007482419,0.0003113153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008596589,0.0001575368,0.9864922,0.00001339129,0.00008589448,0.0002559175,0.0000458373,0.00008241451,0.004263341,0.0002329058,0.0001991481,0.007311715],"study_design_scores_gemma":[0.00002116825,0.0003059159,0.9967001,0.00001208694,0.0001004529,0.0009120872,0.0001168331,0.0004015661,0.0008379311,0.0002872055,0.0002970056,0.000007594263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987479,0.0002270437,0.0002050208,0.00008579817,0.00001318065,0.000003148184,0.00005968153,0.000006351985,0.000651864],"genre_scores_gemma":[0.9992161,0.0001204224,0.0001375851,0.00003797626,0.00006190708,0.000004344964,0.0001047303,0.000004158586,0.0003127886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002820749,"threshold_uncertainty_score":0.009436369,"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."}}