{"id":"W4281667975","doi":"10.1007/s00467-022-05600-7","title":"Effects of pediatric chronic kidney disease and its etiology on tissue sodium concentration: a pilot study","year":2022,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials; Ontario Institute for Cancer Research; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Kidney disease; Etiology; Internal medicine; Renal function; Nephrology; Creatinine; Gastroenterology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001911125,0.0001996689,0.0004245288,0.0002430882,0.0001693455,0.000004124179,0.0001226835,0.00004645331,0.0003095874],"category_scores_gemma":[0.0001819079,0.0001949423,0.00004654987,0.000450944,0.00004667048,0.00003488369,0.0001170192,0.0003819577,0.00002568146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007709677,"about_ca_system_score_gemma":0.0005963779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002237711,"about_ca_topic_score_gemma":0.000004683935,"domain_scores_codex":[0.9982475,0.0003125476,0.0003209836,0.0004322568,0.000281397,0.0004053294],"domain_scores_gemma":[0.9989582,0.0003297291,0.000156577,0.0001906742,0.00005891781,0.0003059568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04588213,0.03311052,0.6167926,0.004754306,0.001448706,0.003538218,0.002286376,0.0002970704,0.1735108,0.009479577,0.1053049,0.003594854],"study_design_scores_gemma":[0.01454027,0.0940803,0.8827068,0.000002136091,0.003289419,0.00006740295,0.00004280709,0.0002099095,0.00034403,0.0004249161,0.003925114,0.0003669582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834945,0.01263434,0.000007727072,0.001921372,0.0001520646,0.001509331,0.00001953415,0.00004853912,0.000212654],"genre_scores_gemma":[0.9927918,0.002552398,0.000005384039,0.00284243,0.001217755,0.0003308677,0.00004828977,0.00002469346,0.000186323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2659142,"threshold_uncertainty_score":0.7949516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009924846352335027,"score_gpt":0.2575952151507169,"score_spread":0.2476703687983819,"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."}}