{"id":"W4400760630","doi":"10.1093/ndt/gfae157","title":"Population-wide eGFR percentiles in younger adults and clinical outcomes","year":2024,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Alberta Health Services; University of Manitoba; Ottawa Hospital; University of Calgary; Institute for Clinical Evaluative Sciences; South Health Campus; University of Ottawa","funders":"Ottawa Hospital","keywords":"Medicine; Percentile; Young adult; Renal function; Population; Pediatrics; Gerontology; Internal medicine; Environmental health; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0009148638,0.0001875433,0.000274783,0.0007008183,0.0002958499,0.0005127894,0.0003409209,0.0002834869,0.0008133992],"category_scores_gemma":[0.003866049,0.0001257653,0.000299239,0.001071828,0.0003136251,0.0003183423,0.000348572,0.0004459022,0.0001200996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008873199,"about_ca_system_score_gemma":0.001036529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1026762,"about_ca_topic_score_gemma":0.1038765,"domain_scores_codex":[0.9995728,0.00006469809,0.00003967325,0.0001322966,0.0001028405,0.0000876386],"domain_scores_gemma":[0.9968281,0.0002375519,0.002033132,0.0002142642,0.0003884872,0.0002985134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001967303,0.000003260157,0.9990313,0.000005536662,0.00001874514,0.00001475977,0.00002911508,0.0000537615,0.00004132464,0.00002200301,0.00008460235,0.0006760005],"study_design_scores_gemma":[0.000001109466,0.00001302582,0.9996091,0.000004366774,0.00001067164,0.00005830845,0.00003037328,0.00008256819,0.0000178024,0.00003476581,0.0001366679,0.000001272197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959773,0.0006757219,0.0002598644,0.0001625608,0.000006723047,0.000008356099,0.001931566,0.00001238372,0.000965499],"genre_scores_gemma":[0.9991049,0.0001133255,0.00009474347,0.0000269937,0.000007974332,0.00000444456,0.0005768247,0.000001370592,0.00006936779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1026762,"threshold_uncertainty_score":0.204157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108449975972409,"score_gpt":0.3039880275325609,"score_spread":0.29314302993532,"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."}}