{"id":"W4320719527","doi":"10.1101/2023.02.10.23285708","title":"Clonal Hematopoiesis of Indeterminate Potential Status is Associated with Left Main Artery Stenosis","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Internal medicine; Coronary artery disease; Cardiology; Stenosis; Odds ratio; Cardiac catheterization; Logistic regression; Bone marrow","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":[0.0004091099,0.0002230009,0.0002020046,0.0007201508,0.000168753,0.0004107205,0.0001715136,0.0003413141,0.002780551],"category_scores_gemma":[0.002704211,0.0001007911,0.0001395788,0.0003758794,0.0002981847,0.0001241225,0.000248735,0.0003355961,0.0001760522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008512339,"about_ca_system_score_gemma":0.0001013941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229346,"about_ca_topic_score_gemma":0.0002906091,"domain_scores_codex":[0.9997417,0.0001045214,0.00001847605,0.00005105304,0.0000479732,0.0000361442],"domain_scores_gemma":[0.9981326,0.0007708584,0.0006856823,0.0001036354,0.00006630834,0.0002408795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007105719,0.00004827026,0.9828398,0.00002296955,0.00003993647,0.001192521,0.00004896082,0.0001542325,0.00869124,0.0001405357,0.0003505878,0.005760392],"study_design_scores_gemma":[0.00001899854,0.0001524622,0.9924724,0.00001109952,0.00004626609,0.004040678,0.00007955732,0.0009285733,0.001590842,0.0003238952,0.0003294403,0.000005701427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991536,0.0001582673,0.0002353208,0.00008016029,0.000004623877,0.00000239575,0.000094968,0.000009053656,0.000261574],"genre_scores_gemma":[0.9995689,0.00004422933,0.0001431655,0.00002209469,0.00001851342,0.000002063477,0.00008406831,0.000002912546,0.0001141243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002780551,"threshold_uncertainty_score":0.009301901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129514280638526,"score_gpt":0.2934193041668402,"score_spread":0.2621241613604549,"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."}}