{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001410593,0.0000936258,0.0002935252,0.00003852288,0.0001726007,0.000008627582,0.0002488873,0.0003025278,0.0003580886],"category_scores_gemma":[0.009789874,0.00007101911,0.00009377703,0.0004840549,0.0001787314,0.00002494969,0.000155138,0.0007234234,0.00001016248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004790577,"about_ca_system_score_gemma":0.0004425475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000025513,"about_ca_topic_score_gemma":0.0004385468,"domain_scores_codex":[0.9991723,0.0001417,0.0002072472,0.0001379595,0.0002192389,0.000121503],"domain_scores_gemma":[0.9962472,0.001873968,0.0001385808,0.001147685,0.0004316584,0.0001609281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335628,0.002994323,0.7785828,0.0001807235,0.0008816993,0.0001038072,0.00133293,0.00002370047,0.0001571773,0.06105702,0.1541731,0.0003792081],"study_design_scores_gemma":[0.008294507,0.0005869201,0.6848353,0.0007938641,0.002155729,0.0007052642,0.004150203,0.0007651135,0.002452099,0.01580714,0.2786516,0.0008022871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6895164,0.05405294,0.001064022,0.1753532,0.0001180698,0.001028934,0.001674701,0.0003531015,0.0768386],"genre_scores_gemma":[0.9828045,0.001876486,0.007017517,0.007618922,0.000006311575,0.0000165842,0.0003791295,0.00001041352,0.0002701198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2932881,"threshold_uncertainty_score":0.9985511,"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."}}