{"id":"W4400128564","doi":"10.1161/circgen.123.004415","title":"Invasive Assessment of Coronary Artery Disease in Clonal Hematopoiesis of Indeterminate Potential","year":2024,"lang":"en","type":"article","venue":"Circulation Genomic and Precision Medicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Coronary artery disease; Phenotype; Haematopoiesis; Bone marrow; Disease; Progenitor cell; Medicine; Population; Internal medicine; Indeterminate; Cardiology; Biology; Stem cell; Genetics; Gene","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":[0.0006540144,0.000121727,0.0003969175,0.0004893198,0.00002315168,0.000005662689,0.00006991967,0.00008065186,0.0004111983],"category_scores_gemma":[0.0001682252,0.00009588851,0.00006160658,0.0002537101,0.000222226,0.00008098347,0.00007325653,0.0002058711,0.000003751889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643469,"about_ca_system_score_gemma":0.0005246815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567825,"about_ca_topic_score_gemma":0.00000191725,"domain_scores_codex":[0.9984534,0.00008883448,0.0005913485,0.0002844981,0.0004419453,0.0001399193],"domain_scores_gemma":[0.9990193,0.0003906678,0.00009375775,0.0002242761,0.0001065199,0.0001654708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001185451,0.0001837108,0.5212029,0.002908646,0.0002269238,0.001253642,0.002051181,0.0009034508,0.3891682,0.001021113,0.0008093736,0.07908542],"study_design_scores_gemma":[0.001707455,0.000188976,0.9572503,0.001191908,0.0001131811,0.0001407028,0.0001825215,0.03726518,0.0002785539,0.001526057,0.00008196048,0.00007322092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928514,0.002602391,0.002655516,0.0008924825,0.0001569276,0.0004733901,0.0000198199,0.00001336707,0.0003346918],"genre_scores_gemma":[0.9985776,0.0005892647,0.0004190821,0.00007420089,0.0001122289,0.00001319871,0.00008368511,0.00001658483,0.0001141334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4360474,"threshold_uncertainty_score":0.4502333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242487033813693,"score_gpt":0.3247264505962231,"score_spread":0.3023015802580861,"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."}}