{"id":"W4413994539","doi":"10.3324/haematol.2023.283896","title":"CHIP ahoy: charting a decade of discovery in clonal hematopoiesis","year":2025,"lang":"en","type":"article","venue":"Haematologica","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Biology; Disease; Clinical trial; Germline; Bioinformatics; Computational biology; Medicine; Genetics; Internal medicine; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004151603,0.0001438586,0.0006465683,0.0003338672,0.0000467362,0.00001442288,0.0001919365,0.0001615206,0.0001208228],"category_scores_gemma":[0.001058592,0.0001083832,0.0001215354,0.000695848,0.0001744305,0.00008921675,0.0002006379,0.0003632005,0.00003424265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290768,"about_ca_system_score_gemma":0.0003082097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007571725,"about_ca_topic_score_gemma":0.00002334458,"domain_scores_codex":[0.9984791,0.00008322425,0.0004897559,0.0003019379,0.0002631496,0.0003828595],"domain_scores_gemma":[0.999083,0.0003432106,0.00009862992,0.0003432927,0.00006543352,0.00006637644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002249466,0.001135726,0.7667637,0.003588906,0.0003404911,0.002635134,0.001227365,0.00001634372,0.05899792,0.1431646,0.01380429,0.00607606],"study_design_scores_gemma":[0.007160604,0.0004583239,0.6405855,0.003130166,0.00016009,0.001074699,0.001968141,0.001726364,0.3261193,0.01201732,0.005071077,0.0005284733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768099,0.0006272985,0.0002859601,0.003929062,0.00004520343,0.0003873465,0.000005292236,0.00005299702,0.01785693],"genre_scores_gemma":[0.9963859,0.00007001946,0.001557846,0.0006084192,0.00002096093,0.00005838706,0.00000894489,0.00001070344,0.001278764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2671214,"threshold_uncertainty_score":0.4419737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025414745909701,"score_gpt":0.3288537257450099,"score_spread":0.3034389798353089,"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."}}