{"id":"W4401245278","doi":"10.1101/2024.08.01.24311359","title":"Distinct characteristics of lymphoid and myeloid clonal hematopoiesis in World Trade Center first responders","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myeloid; Exact test; Internal medicine; Biology; Oncology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002405121,0.0001340403,0.000122478,0.001160818,0.0002129629,0.0003681723,0.0001718343,0.000232166,0.001885496],"category_scores_gemma":[0.000846154,0.00009422223,0.0001008818,0.0004223903,0.0002047941,0.0001114455,0.0002303237,0.0001589866,0.0002064833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275398,"about_ca_system_score_gemma":0.00007414359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406593,"about_ca_topic_score_gemma":0.001316866,"domain_scores_codex":[0.9998583,0.00003101057,0.00001079801,0.00004032009,0.00002435668,0.00003525048],"domain_scores_gemma":[0.9996346,0.0000960071,0.0001419881,0.00002875295,0.00004648395,0.00005212284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003125733,0.00002644565,0.9789761,0.00001871375,0.00001682194,0.0004236387,0.0002669879,0.0000642659,0.0161799,0.00004153666,0.0001492726,0.003523823],"study_design_scores_gemma":[0.000004204858,0.00007678707,0.9964593,0.000005993363,0.000008958387,0.001226968,0.000402374,0.0001423938,0.00142649,0.00003294307,0.000209877,0.000003682729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995282,0.00007534271,0.00007512366,0.000006827388,9.973151e-7,0.00000387501,0.0001336027,0.000003166364,0.0001728747],"genre_scores_gemma":[0.999715,0.00002095404,0.0000617462,0.000007718065,0.000001634197,0.000004144343,0.000107627,0.000001705602,0.00007935101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001885496,"threshold_uncertainty_score":0.006307662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976939081877992,"score_gpt":0.2839353117411078,"score_spread":0.2641659209223279,"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."}}