{"id":"W4378977692","doi":"10.1101/2023.05.29.542749","title":"Coupling of renal sodium and calcium transport: A modeling analysis","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nephron; Reabsorption; Paracellular transport; Convoluted tubule; Distal convoluted tubule; Chemistry; Internal medicine; Endocrinology; Kidney; Transcellular; Tubule; Tubular fluid; Renal physiology; Ion transporter; Biophysics; Biology; Medicine; Biochemistry; Permeability (electromagnetism); Membrane","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":[0.0002794493,0.0005498603,0.0009378541,0.0006182574,0.0007924915,0.001054381,0.001316173,0.002545422,0.004322943],"category_scores_gemma":[0.001045503,0.0004448652,0.001259724,0.0006312919,0.0006487599,0.0005580827,0.0008087785,0.0006345853,0.0003842476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212622,"about_ca_system_score_gemma":0.001648796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.036208,"about_ca_topic_score_gemma":0.01235791,"domain_scores_codex":[0.9998542,0.00004201611,0.000006223609,0.00002658676,0.00003150152,0.00003952352],"domain_scores_gemma":[0.9994831,0.0002771371,0.00006257057,0.00002849298,0.00009673906,0.00005189206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001990239,0.00002768469,0.0006535791,0.00001549036,0.00001306649,0.00006008361,0.00001462079,0.9960501,0.0005459978,0.001851769,0.000147692,0.000600018],"study_design_scores_gemma":[0.000005589461,0.000006049731,0.0001231553,0.000002034638,0.000003649327,0.000004840556,0.00000758836,0.9993476,0.00005498306,0.0002961655,0.0001459065,0.000002528138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7884352,0.0009252029,0.1389364,0.001786654,0.0001464818,0.0002046516,0.001688453,0.0005718847,0.06730499],"genre_scores_gemma":[0.9787239,0.0003362742,0.01108963,0.0001969827,0.00004047131,0.0001966516,0.000382,0.00009790747,0.008936172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.036208,"threshold_uncertainty_score":0.07199448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087856227811945,"score_gpt":0.2312191038346524,"score_spread":0.210340541556533,"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."}}