{"id":"W4380793958","doi":"10.1161/circ.146.suppl_1.12418","title":"Abstract 12418: Prevalence and Clinical Characteristics of Patients With Decompensated Heart Failure and Clonal Haematopoiesis of Indeterminate Potential","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Internal medicine; Heart failure; Ejection fraction; Cardiology","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":[0.0002857985,0.0002078339,0.0002054378,0.0006360188,0.0002353226,0.0003134682,0.0001913922,0.0003094772,0.003761711],"category_scores_gemma":[0.001315712,0.00009716728,0.0001186116,0.0004162579,0.0001869483,0.0002381022,0.0001927583,0.0002282724,0.000395526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160848,"about_ca_system_score_gemma":0.00009989811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005416196,"about_ca_topic_score_gemma":0.0004597751,"domain_scores_codex":[0.9998178,0.00002788413,0.0000263516,0.00004834138,0.0000380351,0.00004162982],"domain_scores_gemma":[0.9989906,0.0002034491,0.0005116184,0.00003671122,0.00007682393,0.0001808339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011849,0.00001340435,0.998467,0.000004816972,0.00000861793,0.00009470692,0.00001581212,0.00001201313,0.000406839,0.000005849552,0.00007013095,0.0007995341],"study_design_scores_gemma":[0.000007276413,0.0001277466,0.9984725,0.00000363455,0.000007043709,0.001024687,0.00004343323,0.00007385374,0.0001023142,0.0000116547,0.0001240123,0.000001839576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994484,0.0001039516,0.00003899469,0.00001260878,0.000002668677,0.000002877492,0.0002194656,0.000001965748,0.0001692365],"genre_scores_gemma":[0.9995567,0.00002475844,0.00004471436,0.00001478674,0.000007894368,0.000004470785,0.0002613794,8.844447e-7,0.00008435383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761711,"threshold_uncertainty_score":0.01258415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008446929454571874,"score_gpt":0.2501153811049314,"score_spread":0.2416684516503595,"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."}}