{"id":"W4402824677","doi":"10.1182/bloodadvances.2024013414","title":"Myeloid clonal hematopoiesis of indeterminate potential in patients with chronic lymphocytic leukemia","year":2024,"lang":"en","type":"article","venue":"Blood Advances","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Chronic lymphocytic leukemia; Haematopoiesis; Myeloid leukemia; Immunology; Indeterminate; Myeloid; Medicine; Leukemia; Cancer research; Biology; Stem cell; Genetics","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":[0.0005471872,0.0001716611,0.0002105329,0.001059121,0.0003207542,0.0005163446,0.0002326245,0.0003434177,0.001223485],"category_scores_gemma":[0.002205136,0.0001231055,0.0001183109,0.0008517072,0.0002790755,0.0004321649,0.0003180793,0.0002623929,0.0001512446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442547,"about_ca_system_score_gemma":0.0002516072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069248,"about_ca_topic_score_gemma":0.001488258,"domain_scores_codex":[0.9995771,0.0001160759,0.00006942579,0.00007435426,0.00009085867,0.00007207748],"domain_scores_gemma":[0.998192,0.0005912638,0.0008062685,0.00007408395,0.0001462069,0.0001901172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006645878,0.000006317236,0.9987098,0.000005156361,0.000005312219,0.00008260539,0.00001631266,0.00001747428,0.0002364932,0.00000675906,0.00002870501,0.0008186025],"study_design_scores_gemma":[0.000008225116,0.00009447357,0.9973149,0.000007845107,0.0000145192,0.001776375,0.0001045464,0.0002007925,0.0002280559,0.00002161937,0.0002262369,0.000002342004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992084,0.0003546373,0.00005641291,0.00001825572,0.000001720071,0.000003081276,0.0001489412,0.000002415423,0.0002062182],"genre_scores_gemma":[0.9996915,0.00006061283,0.00004920937,0.00001216904,0.000005286904,0.000003326049,0.0001513493,7.107189e-7,0.00002588701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001223485,"threshold_uncertainty_score":0.004092932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004372831565118015,"score_gpt":0.2465154665939159,"score_spread":0.2421426350287979,"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."}}