{"id":"W2884625658","doi":"10.1097/mnh.0000000000000435","title":"Renal tubular solute transport and oxygen consumption","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Nephrology & Hypertension","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Nephron; Natriuresis; Endocrinology; Internal medicine; Renal function; Chemistry; Renal physiology; Diuretic; Kidney; Nephrectomy; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002911794,0.000467708,0.0009000227,0.0002353606,0.0001056008,0.00001015525,0.0001803504,0.0008940557,0.00002906456],"category_scores_gemma":[0.00001190161,0.000414875,0.0002726104,0.000125955,0.0002612558,0.000008886278,0.00006390312,0.0003271076,0.00003520789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002419592,"about_ca_system_score_gemma":0.0001249923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004195404,"about_ca_topic_score_gemma":0.00001085284,"domain_scores_codex":[0.9977494,0.0001616888,0.0006854464,0.0008564639,0.0001607615,0.0003862725],"domain_scores_gemma":[0.9991404,0.00001683636,0.0002441422,0.000395492,0.00009292915,0.0001102342],"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":[0.0006368404,0.0007547159,0.001635537,0.02746856,0.0005721381,0.00003741282,0.0001540888,0.00001380326,0.004193133,0.0002133499,0.0321463,0.9321741],"study_design_scores_gemma":[0.000625424,0.0002212188,0.001128625,0.00298724,0.0002026484,0.0002014272,0.000002311844,0.00003808421,0.00002161356,0.0000313489,0.9941357,0.0004043329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00872336,0.9874007,0.0002798366,0.00004161993,0.002848925,0.0006301193,0.00004376401,0.00002388979,0.000007790047],"genre_scores_gemma":[0.0007893117,0.9928238,0.00006851822,0.00005493245,0.001369928,0.00008346364,0.004717012,0.00005450039,0.00003850275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9619894,"threshold_uncertainty_score":0.9998303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673860804820136,"score_gpt":0.3263809815849345,"score_spread":0.2496423735367331,"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."}}