{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007188586,0.0007027008,0.001229609,0.0006785924,0.00003947441,0.00009513072,0.0003497491,0.000867779,0.001859422],"category_scores_gemma":[0.001243461,0.000528817,0.0003670648,0.0006132111,0.0001473885,0.0002122864,0.0001607333,0.001981948,0.0001821128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005230859,"about_ca_system_score_gemma":0.005424659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001212486,"about_ca_topic_score_gemma":0.00001360056,"domain_scores_codex":[0.9948862,0.0001681088,0.001006394,0.0009855896,0.002169356,0.0007843846],"domain_scores_gemma":[0.997188,0.0001124877,0.0003883102,0.001249252,0.0004121813,0.0006497434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002502369,0.0003432,0.02497415,0.01005126,0.0009276147,0.0002831302,0.0001236761,9.198046e-7,0.0005029687,0.000008554734,0.9618952,0.0006391472],"study_design_scores_gemma":[0.004386989,0.0008912598,0.006289187,0.01442357,0.001403946,0.00001622599,0.00002267959,0.00003087824,0.001806605,0.0003115468,0.9698665,0.0005505836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00267434,0.002776858,0.00005139073,0.9023491,0.0008373466,0.0700829,0.001816575,0.0004842441,0.0189273],"genre_scores_gemma":[0.01248591,0.00004904335,0.0002955144,0.9317164,0.004619996,0.04034513,0.004124587,0.0003979173,0.005965479],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02973776,"threshold_uncertainty_score":0.9997163,"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."}}