{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004823366,0.0004810626,0.0009615257,0.001824659,0.0002283202,0.001001157,0.0005410544,0.0008363919,0.002512026],"category_scores_gemma":[0.001004545,0.0001839048,0.0004010737,0.001556188,0.0004231228,0.000984105,0.00058865,0.001291921,0.00103323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005005639,"about_ca_system_score_gemma":0.001183308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000918705,"about_ca_topic_score_gemma":0.001658594,"domain_scores_codex":[0.9997984,0.00004649019,0.00003659501,0.00002949158,0.00007203646,0.00001704753],"domain_scores_gemma":[0.9996177,0.0002109106,0.00004687459,0.000009610564,0.0000869955,0.00002790473],"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":[0.00009520115,0.00004188018,0.000304578,0.02341885,0.0001282541,0.0002072789,0.00009654959,0.0002693889,0.001202884,0.0048757,0.03182036,0.937539],"study_design_scores_gemma":[0.0000170664,0.00009353745,0.001463801,0.007009802,0.0001343714,0.001742856,0.00008666019,0.00007695134,0.0002888896,0.003245335,0.9858227,0.00001806594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009519202,0.9988483,0.00007311074,0.0002928541,0.0001538565,0.000002595749,0.00001274676,0.000004709972,0.0005166201],"genre_scores_gemma":[0.0006260196,0.9986218,0.000109142,0.0001723592,0.0001456325,0.000004120845,0.00001974176,9.774376e-7,0.0003002107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002512026,"threshold_uncertainty_score":0.008403599,"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."}}