{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420871,0.0002068325,0.0004100065,0.0003390648,0.00003430005,0.00002323647,0.0001680598,0.00009507751,0.0001116963],"category_scores_gemma":[0.0000431369,0.000153999,0.00008245507,0.0005694703,0.0002088522,0.0002954511,0.00008767392,0.0002894099,0.00003466199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203958,"about_ca_system_score_gemma":0.003058661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035261,"about_ca_topic_score_gemma":0.0000501843,"domain_scores_codex":[0.9981695,0.00003593798,0.0003572833,0.0004007653,0.000618668,0.000417822],"domain_scores_gemma":[0.9993482,0.00008362277,0.00006844319,0.0002807176,0.0001060218,0.0001130067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008599711,0.001339144,0.6901144,0.02202705,0.002203837,0.008074813,0.001913685,0.005639052,0.02841656,0.001472821,0.001059365,0.2291395],"study_design_scores_gemma":[0.04545496,0.007583995,0.7699469,0.007910668,0.001115465,0.0006473311,0.0003378519,0.01404751,0.1412296,0.0008818361,0.009465494,0.001378373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929097,0.005644242,0.00004628684,0.00006428206,0.0001196784,0.0004409712,0.00002329774,0.0000721338,0.0006793879],"genre_scores_gemma":[0.9979938,0.00033453,0.0008762908,0.00003799075,0.0001359521,0.00004104888,0.0000318812,0.00004239171,0.0005061762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277611,"threshold_uncertainty_score":0.6279899,"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."}}