{"id":"W3012067537","doi":"10.1016/s0735-1097(20)31298-5","title":"CLONAL HEMATOPOIESIS ASSOCIATED MUTATIONS, CARDIOVASCULAR EVENTS, AND ALL-CAUSE DEATH AMONG PATIENTS WITH ACUTE MYELOID LEUKEMIA","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Myeloid leukemia; Haematopoiesis; Myeloid; Leukemia; Internal medicine; Mutation; Oncology; Immunology; Gene; Genetics; Stem cell","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":[0.0002201178,0.0001747951,0.0002398979,0.0005500331,0.0003321464,0.0004652869,0.0002341012,0.0004151165,0.001283183],"category_scores_gemma":[0.00136237,0.0001490299,0.000220753,0.000673676,0.0001853334,0.0003408151,0.0003042691,0.000587438,0.0001285517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485477,"about_ca_system_score_gemma":0.0002417774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972002,"about_ca_topic_score_gemma":0.00297898,"domain_scores_codex":[0.9997808,0.00004197326,0.00002538147,0.00004430233,0.00005564373,0.00005189084],"domain_scores_gemma":[0.9994662,0.00009271705,0.0002137542,0.00002828635,0.00005016647,0.0001488408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041122,0.00002295058,0.9984648,0.000003711151,0.00002765625,0.0001088253,0.00001396234,0.00004404686,0.0002768613,0.00002190775,0.00006654742,0.0008447398],"study_design_scores_gemma":[0.000008416167,0.00006116697,0.9990232,0.000003779976,0.00002337332,0.0004181156,0.00007380707,0.0002042743,0.00005297924,0.00004025999,0.0000880037,0.000002573826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992125,0.0001820321,0.00002970856,0.00004074524,0.000005144649,0.000002875491,0.0001628493,0.000001915004,0.0003622825],"genre_scores_gemma":[0.9996036,0.00006800509,0.0000238854,0.00002860268,0.00001367334,0.000002562462,0.0001689644,6.679725e-7,0.00009005542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001972002,"threshold_uncertainty_score":0.004292607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589051784545302,"score_gpt":0.2605659560726222,"score_spread":0.2446754382271692,"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."}}