{"id":"W4376867172","doi":"10.1101/2023.05.16.23290051","title":"Clonal Hematopoiesis of Indeterminate Potential is Associated with Acute Kidney Injury","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Population Health Research Institute; Impact; Queen's University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Acute kidney injury; Medicine; Internal medicine; Kidney disease; Dialysis; Disease; Cohort; Oncology; Myeloid","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":[0.0007633123,0.0001776682,0.000246472,0.0005040923,0.0002158986,0.0004955123,0.0003327949,0.0002969993,0.001904011],"category_scores_gemma":[0.002179757,0.0001492989,0.0003468313,0.0006709012,0.0001954847,0.0002209733,0.0004480537,0.0005710052,0.0001437178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290124,"about_ca_system_score_gemma":0.0001544635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009836209,"about_ca_topic_score_gemma":0.001044661,"domain_scores_codex":[0.9996221,0.0001234146,0.00003518959,0.00008151241,0.0000830632,0.00005471028],"domain_scores_gemma":[0.9973035,0.0005122916,0.001315669,0.0002717049,0.0002454621,0.00035144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002001981,0.00001856671,0.9967578,0.00001532624,0.00009846547,0.00006106402,0.00001631684,0.00005111713,0.001046182,0.00004085905,0.00007301307,0.00162119],"study_design_scores_gemma":[0.000004333853,0.00006256334,0.9989104,0.000003783707,0.00004560766,0.0002402907,0.00002167999,0.0002658631,0.0002309795,0.00008890568,0.000123294,0.000002393847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987451,0.0004593278,0.0003758817,0.00002957193,0.000004734943,0.000002973549,0.0001828126,0.000006646546,0.0001928902],"genre_scores_gemma":[0.9996002,0.00008160567,0.00009827334,0.00001263875,0.000007480146,0.000001770381,0.0001165949,0.000001498081,0.0000799336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001904011,"threshold_uncertainty_score":0.006369531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571545637454065,"score_gpt":0.3125495582870848,"score_spread":0.2868341019125442,"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."}}