{"id":"W3095253572","doi":"10.1182/blood-2020-143041","title":"Clonal Hematopoiesis and COVID-19 Severity in Cancer Patients","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Internal medicine; Cohort; Cancer; Proportional hazards model; Immunology; Logistic regression; Retrospective cohort study; Oncology","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":[0.0003348486,0.00014556,0.000198266,0.0006230993,0.0003459406,0.0003978095,0.0001840011,0.0001956519,0.001645416],"category_scores_gemma":[0.001736225,0.0001170802,0.0002361097,0.0009549909,0.0001694432,0.0001935914,0.0003754032,0.0003606763,0.0001209091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393692,"about_ca_system_score_gemma":0.0002663377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003423667,"about_ca_topic_score_gemma":0.003930453,"domain_scores_codex":[0.9997963,0.00004018447,0.00002629467,0.0000456032,0.00004439599,0.00004726122],"domain_scores_gemma":[0.9988384,0.0001572011,0.0006339838,0.00005387706,0.0001058716,0.0002108248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003189469,0.000003649207,0.9995093,0.000002605107,0.000006686256,0.00002333109,0.00000758906,0.00001781433,0.00006233699,0.000004139919,0.00002748611,0.000303065],"study_design_scores_gemma":[0.000002454499,0.00004170127,0.9993901,0.000002925904,0.000008396415,0.0002478539,0.00004193745,0.0001302901,0.00004060328,0.0000133002,0.00007908328,0.000001260193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991741,0.0001436069,0.00004728558,0.00002342083,0.000002693461,0.000006654292,0.0003280345,0.000002623808,0.0002715552],"genre_scores_gemma":[0.9995686,0.00004916687,0.00004343052,0.000008678634,0.000004373311,0.000003200642,0.0002850954,7.006646e-7,0.00003664842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003423667,"threshold_uncertainty_score":0.006807446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318851270684144,"score_gpt":0.2548488169581599,"score_spread":0.2416603042513184,"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."}}