{"id":"W4389222015","doi":"10.1182/blood-2023-189835","title":"DNA Methylation-Based Classification of Hairy Cell Leukemia and Splenic B Cell Lymphoma","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"DNA methylation; Splenic marginal zone lymphoma; Biology; Methylation; Hairy cell leukemia; Sanger sequencing; Leukemia; Cancer research; Epigenetics; Lymphoma; Mantle cell lymphoma; Molecular biology; Computational biology; DNA sequencing; Genetics; DNA; B cell; Gene; Immunology; Antibody","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":[0.0006085971,0.0001412613,0.0001857585,0.00153889,0.0001288548,0.0002789432,0.0001675041,0.0002373201,0.0006334903],"category_scores_gemma":[0.001036972,0.00007003253,0.0001573567,0.0004862781,0.0001691317,0.0001763319,0.0003434674,0.0001504219,0.0001899018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262248,"about_ca_system_score_gemma":0.000176437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956171,"about_ca_topic_score_gemma":0.002457135,"domain_scores_codex":[0.9997723,0.00006605443,0.00002788521,0.00005122173,0.0000465613,0.00003600069],"domain_scores_gemma":[0.9997821,0.00006165848,0.00005928632,0.00001921028,0.00004526416,0.00003249106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005148303,0.00001921723,0.9201034,0.00003354429,0.00005772351,0.0001295909,0.000123175,0.00153339,0.03764601,0.0001552902,0.0002726615,0.03941116],"study_design_scores_gemma":[0.00002809389,0.000220303,0.9719427,0.00001954216,0.0000756977,0.001146863,0.0003211811,0.01487781,0.009415616,0.0005398787,0.001398433,0.00001383603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952971,0.0005023261,0.002814551,0.00003966523,0.000005283097,0.00003124985,0.0003790532,0.00004332567,0.000887365],"genre_scores_gemma":[0.9974893,0.00012833,0.001790371,0.00001541913,0.000004905419,0.00001437266,0.0004004574,0.000003806001,0.0001530957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001956171,"threshold_uncertainty_score":0.003889561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605945456785718,"score_gpt":0.2818296988702216,"score_spread":0.2557702443023644,"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."}}