{"id":"W3207691701","doi":"10.1038/s41467-021-26138-6","title":"Clonal hematopoiesis is associated with risk of severe Covid-19","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Queen's University","funders":"National Cancer Institute; Great Southern Development Commission, Government of Western Australia; Stand Up To Cancer; Korea Research Environment Open Network; Korea Health Industry Development Institute; Korea Institute of Science and Technology Information; Cycle for Survival; Korea Institute of Science and Technology; Memorial Sloan-Kettering Cancer Center; American Society of Hematology; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Haematopoiesis; Pandemic; Coronavirus Infections; Betacoronavirus; Biology; Medicine; Computational biology; Genetics; Outbreak; Stem cell; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.0002376239,0.0001428543,0.00014716,0.0004522889,0.0002211048,0.000302584,0.0001502357,0.0002236353,0.003457951],"category_scores_gemma":[0.001295875,0.000102541,0.0002037595,0.0004707073,0.0001984826,0.000124559,0.000376518,0.0004839625,0.0001442214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009765383,"about_ca_system_score_gemma":0.0001469987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090819,"about_ca_topic_score_gemma":0.001165839,"domain_scores_codex":[0.9998084,0.00004461324,0.00001784295,0.00004022284,0.00004046901,0.00004845132],"domain_scores_gemma":[0.9988681,0.0001870075,0.0005156472,0.00007720693,0.00008041721,0.0002717453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001604934,0.00001051764,0.9972023,0.000005782185,0.00002635198,0.00009920183,0.000009132737,0.00003882766,0.0008723116,0.00002090855,0.00009166467,0.001462562],"study_design_scores_gemma":[0.000004591326,0.00007648883,0.9987125,0.000004096341,0.00001985257,0.0005032957,0.00004655135,0.0002249159,0.000235367,0.0000471955,0.0001228755,0.000002303744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990281,0.0002472304,0.00009243727,0.00003533476,0.000004175697,0.000002805081,0.0002038643,0.000005007105,0.0003810933],"genre_scores_gemma":[0.9997038,0.00004165585,0.00003242129,0.000009201234,0.000005388059,0.00000107242,0.0001212164,8.95885e-7,0.00008433117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003457951,"threshold_uncertainty_score":0.01156807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253873765317247,"score_gpt":0.3370669336370363,"score_spread":0.3045281959838638,"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."}}