{"id":"W4397046247","doi":"10.1681/asn.20223311s11a","title":"Clonal Hematopoiesis of Indeterminate Potential Is Associated With a Higher Risk of Incident AKI","year":2022,"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; Queen's University","funders":"","keywords":"Indeterminate; Medicine; Haematopoiesis; Intensive care medicine; Internal medicine; Stem cell; Biology; Genetics","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":[0.003769188,0.0005978565,0.001373288,0.0009968725,0.0002792053,0.001217017,0.0009645669,0.001120305,0.001943167],"category_scores_gemma":[0.007669637,0.0004952628,0.006870122,0.001182894,0.0004466082,0.0004533983,0.0006017006,0.001448937,0.0001118741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981818,"about_ca_system_score_gemma":0.0006044431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767922,"about_ca_topic_score_gemma":0.003730527,"domain_scores_codex":[0.9981893,0.0008564778,0.0001859847,0.0004356727,0.000200404,0.0001322522],"domain_scores_gemma":[0.991548,0.005262855,0.001784025,0.0006315841,0.0004880528,0.0002855523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01258804,0.0001881592,0.7283631,0.01064864,0.1867702,0.0005158672,0.0001304386,0.00448924,0.002422933,0.001049879,0.002410459,0.05042308],"study_design_scores_gemma":[0.001504139,0.001282182,0.7116495,0.00241637,0.2609754,0.001216088,0.0001283891,0.007833636,0.001555192,0.003691545,0.00766687,0.00008064274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.558323,0.4295222,0.005083529,0.001999913,0.0004441193,0.00007519707,0.001942675,0.0001653114,0.002444026],"genre_scores_gemma":[0.9737057,0.02364996,0.0009699279,0.0004765409,0.0003384764,0.00003257551,0.000535737,0.00002231074,0.0002686675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003769188,"threshold_uncertainty_score":0.01993364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097613135924422,"score_gpt":0.2574947141265915,"score_spread":0.2465185827673473,"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."}}