{"id":"W3153550493","doi":"10.1042/cs20200306","title":"Clonal haematopoiesis of indeterminate potential: intersections between inflammation, vascular disease and heart failure","year":2021,"lang":"en","type":"review","venue":"Clinical Science","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Leukaemia UK; European Hematology Association","keywords":"Heart failure; Inflammation; Disease; Medicine; Haematopoiesis; Pathophysiology; Ejection fraction; Heart failure with preserved ejection fraction; Somatic cell; Internal medicine; Systemic inflammation; Immunology; Bioinformatics; Cardiology; Biology; Stem cell; Gene; 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":[0.002771411,0.0002500337,0.00189784,0.0003540785,0.0001845789,0.00007546707,0.000451257,0.0002872087,0.0001058226],"category_scores_gemma":[0.004829498,0.0001890009,0.0007595816,0.001315011,0.00247926,0.0001915542,0.0007334666,0.0009360636,0.00003460416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792929,"about_ca_system_score_gemma":0.003656176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001988206,"about_ca_topic_score_gemma":0.000002933003,"domain_scores_codex":[0.9962879,0.0003546371,0.001281261,0.0008011172,0.000896906,0.0003781081],"domain_scores_gemma":[0.9968444,0.0007293484,0.0003308099,0.0007671754,0.0004991087,0.0008291242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001172012,0.0000839168,0.005059325,0.01206138,0.0003651063,0.0001671866,0.00003758244,6.835332e-7,0.00001285234,0.0001281212,0.001535374,0.9805368],"study_design_scores_gemma":[0.0005326886,0.0001749056,0.01591469,0.014079,0.002263205,0.0001384923,0.00004807185,0.00008319637,0.00001022705,0.00008624442,0.9663641,0.000305114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01484752,0.981634,0.0003338551,0.001496237,0.0002917433,0.001213783,0.00007314287,0.00004773487,0.0000620443],"genre_scores_gemma":[0.003353866,0.9941329,0.001484646,0.00004985664,0.0006885972,0.00004805722,0.00007272706,0.00002895208,0.0001403658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802316,"threshold_uncertainty_score":0.9134937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07727129072001318,"score_gpt":0.4387415710221928,"score_spread":0.3614702803021796,"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."}}