{"id":"W4397045661","doi":"10.1681/asn.20233411s156a","title":"Associations Between Clonal Hematopoiesis of Indeterminate Potential and Cardiovascular Disease in Three Prospective CKD Patient Cohorts","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Queen's University","funders":"","keywords":"Disease; Medicine; Prospective cohort study; Indeterminate; Internal medicine; Haematopoiesis; Intensive care medicine; Stem cell; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004888525,0.0005312428,0.0009058072,0.001286117,0.0005367739,0.001126918,0.0006631302,0.0007145529,0.0008706254],"category_scores_gemma":[0.005762759,0.0004065896,0.003279149,0.001756171,0.0003625636,0.0003423936,0.0009806714,0.0008445563,0.00005975415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004687356,"about_ca_system_score_gemma":0.0007977859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006730431,"about_ca_topic_score_gemma":0.009256799,"domain_scores_codex":[0.9982947,0.0007427944,0.0001903352,0.0004057999,0.0002143702,0.0001521146],"domain_scores_gemma":[0.9941742,0.002442999,0.001777349,0.0007094722,0.0005534348,0.0003425757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002935196,0.00005979582,0.983896,0.0002522143,0.008754231,0.00007028408,0.00008331142,0.0004893944,0.0003719436,0.00006980001,0.0001652793,0.00285265],"study_design_scores_gemma":[0.0003559229,0.0003815632,0.9838014,0.00007310767,0.01302091,0.000219174,0.00009154867,0.001114949,0.000219487,0.0002377039,0.000460946,0.00002328466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916653,0.005970767,0.0005394197,0.0000995516,0.00001623998,0.0000374432,0.00141812,0.00001271554,0.0002405078],"genre_scores_gemma":[0.9982614,0.0005372706,0.0003244196,0.00003615214,0.00001177675,0.00004080743,0.0007330321,0.000002951557,0.00005229674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006730431,"threshold_uncertainty_score":0.02585328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437780256264199,"score_gpt":0.2634790182776193,"score_spread":0.2491012157149773,"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."}}