{"id":"W4401317962","doi":"10.1016/j.kint.2024.06.029","title":"Iohexol plasma clearance measurement protocol standardization for adults: a consensus paper of the European Kidney Function Consortium","year":2024,"lang":"en","type":"article","venue":"Kidney International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Iohexol; Medicine; Protocol (science); Renal function; Medical physics; Standardization; Intensive care medicine; Pathology; Internal medicine; Computer science; Alternative medicine","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":[0.1856773,0.002292001,0.005758128,0.005941407,0.002775121,0.007199253,0.01305255,0.01161043,0.002021194],"category_scores_gemma":[0.1528662,0.00210064,0.01126571,0.004963142,0.004289729,0.003452644,0.005484253,0.0163422,0.002597841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007340467,"about_ca_system_score_gemma":0.03644442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620826,"about_ca_topic_score_gemma":0.01045444,"domain_scores_codex":[0.8832427,0.04586249,0.0438526,0.004980576,0.01909957,0.002962114],"domain_scores_gemma":[0.8133837,0.07856278,0.02055361,0.01197226,0.07077383,0.004753935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00309107,0.001620096,0.0288213,0.03554023,0.00291668,0.0009862534,0.005518172,0.007180807,0.009526199,0.02510758,0.3822524,0.4974392],"study_design_scores_gemma":[0.004166303,0.001586679,0.07947461,0.1266209,0.006792855,0.002665755,0.005264516,0.00891662,0.02222054,0.01970719,0.7216192,0.0009647867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05253126,0.1904873,0.3700156,0.1958084,0.05331716,0.05116204,0.02538708,0.005373379,0.0559178],"genre_scores_gemma":[0.1032734,0.07162844,0.6395295,0.06951186,0.006473012,0.04674528,0.04906316,0.001992268,0.01178322],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1856773,"threshold_uncertainty_score":0.981967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614771720580778,"score_gpt":0.2756636754260571,"score_spread":0.2595159582202494,"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."}}