{"id":"W2969918675","doi":"10.1182/bloodadvances.2018024729","title":"Comorbid and inflammatory characteristics of genetic subtypes of clonal hematopoiesis","year":2019,"lang":"en","type":"article","venue":"Blood Advances","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Baycrest Hospital; University of Toronto; Health Sciences Centre; Queen's University","funders":"Ontario Institute for Cancer Research; Southeastern Ontario Academic Medical Organization; Canadian Cancer Society Research Institute; European Hematology Association","keywords":"Haematopoiesis; Inflammation; Immunology; Interleukin 6; Medicine; Biology; Bioinformatics; Stem cell; Genetics","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":[0.0001024217,0.00009077562,0.0003585017,0.00008198273,0.00001350956,0.000003062916,0.00008019058,0.00004943013,0.0001114545],"category_scores_gemma":[0.0000833091,0.00007589943,0.00003986304,0.000091198,0.0001711795,0.0000613201,0.00006228135,0.0001002181,0.00001313112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000108072,"about_ca_system_score_gemma":0.0001177997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008360044,"about_ca_topic_score_gemma":0.000002195168,"domain_scores_codex":[0.9991525,0.00002126729,0.0002872267,0.0001470233,0.0002476709,0.0001443111],"domain_scores_gemma":[0.9993252,0.000120876,0.0001437523,0.0002203828,0.0001226389,0.00006718658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001589635,0.00009258764,0.9126272,0.001376598,0.00008411456,0.00002403352,0.0001226985,0.000001091208,0.0816434,0.0004196571,0.00002645205,0.003423173],"study_design_scores_gemma":[0.001517874,0.0003619702,0.8915738,0.0002141352,0.00009636635,0.00009441493,0.000133372,0.00004687313,0.1029804,0.0001267919,0.002759891,0.00009413734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953555,0.003241602,0.00001003654,0.00007089034,0.00004551389,0.000226387,0.00002086788,0.00001189702,0.001017311],"genre_scores_gemma":[0.9957915,0.001190101,0.002587405,0.00003402472,0.0000519337,0.000005230849,0.00000724567,0.00001359527,0.0003189535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133698,"threshold_uncertainty_score":0.3095089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007020401147990897,"score_gpt":0.254749389596823,"score_spread":0.2477289884488321,"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."}}