{"id":"W4400644508","doi":"10.34067/kid.0000000000000511","title":"Accuracy of Shorter Iohexol GFR Measurement Protocols in Individuals with Preserved Kidney Function","year":2024,"lang":"en","type":"letter","venue":"Kidney360","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Kingston Health Sciences Centre; Hospital for Sick Children; University of Toronto; Queen's University","funders":"University of Toronto; Queen's University; Juvenile Diabetes Research Foundation Canada","keywords":"Renal function; Iohexol; Filtration (mathematics); Medicine; Function (biology); Urology; Internal medicine; Statistics; Mathematics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01366066,0.000664694,0.0008155524,0.001044913,0.0004522876,0.001253631,0.0008274868,0.0008302978,0.001310851],"category_scores_gemma":[0.03291186,0.000358595,0.0008336913,0.0008087427,0.0005158291,0.0009319102,0.0009238111,0.0006322481,0.0004828559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007732732,"about_ca_system_score_gemma":0.0008267912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00461471,"about_ca_topic_score_gemma":0.004939968,"domain_scores_codex":[0.9920933,0.003037147,0.001009306,0.00160534,0.001919474,0.0003354617],"domain_scores_gemma":[0.9785116,0.008979205,0.005847463,0.002179506,0.004063241,0.0004190773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007000592,0.0002300295,0.8737141,0.0006344205,0.0005692676,0.0001345461,0.001440873,0.001931082,0.008012541,0.0003216042,0.001150955,0.10486],"study_design_scores_gemma":[0.0001988918,0.003904871,0.9560188,0.0004440857,0.0008856095,0.001008224,0.0008312892,0.01484802,0.01637207,0.0008561237,0.004522491,0.0001095015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735451,0.004603304,0.01795257,0.0003230954,0.0001029532,0.0001563587,0.0008271022,0.000358379,0.002131118],"genre_scores_gemma":[0.9865097,0.0004464412,0.01183958,0.0001414829,0.0000437761,0.0001104428,0.0004211522,0.0000382806,0.0004490947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01366066,"threshold_uncertainty_score":0.0722453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206058798948577,"score_gpt":0.2948455044967433,"score_spread":0.2527849165072576,"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."}}