{"id":"W4416829924","doi":"10.22541/au.176452568.85829388/v1","title":"Renal Tubular Acidosis: A ‘Basic’ Disorder","year":2025,"lang":"","type":"article","venue":"","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Kidney; Kidney disease; Tubulopathy; Disease; Acute tubular necrosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001454585,0.0003083923,0.0002334481,0.0001017365,0.0001880001,0.00004961214,0.0002364254,0.0004597803,0.0005238585],"category_scores_gemma":[0.00001577226,0.0002996225,0.0002700983,0.0002812817,0.0001292292,0.000005523011,0.00007798063,0.0001324077,0.0000394792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001997332,"about_ca_system_score_gemma":0.0002256833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002923559,"about_ca_topic_score_gemma":0.00009559171,"domain_scores_codex":[0.9983667,0.00004618268,0.0004151374,0.0006046608,0.0001710464,0.0003963043],"domain_scores_gemma":[0.9991984,0.000005606943,0.00007072544,0.0004875509,0.0001461478,0.00009151314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001201,0.001117867,0.02008431,0.0004748338,0.001426075,0.00002275089,0.0002412796,0.0008033724,0.7793604,0.01373045,0.02371017,0.1578275],"study_design_scores_gemma":[0.001549183,0.000204694,0.005026469,0.0001043118,0.0001919916,0.00000365832,0.0002299921,0.0007055649,0.3616605,0.0006678982,0.6292031,0.0004526144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788157,0.0242821,0.109066,0.006319487,0.00188787,0.000841808,0.00005087943,0.00006158771,0.06933323],"genre_scores_gemma":[0.9486271,0.001354356,0.0001923013,0.0007722377,0.0002909168,0.00003406345,0.0003485502,0.00002163006,0.04835881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.605493,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00395065201692597,"score_gpt":0.224327094117784,"score_spread":0.220376442100858,"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."}}