{"id":"W2961663962","doi":"10.1152/ajprenal.00265.2019","title":"Solute and water transport along an inner medullary collecting duct undergoing peristaltic contractions","year":2019,"lang":"en","type":"article","venue":"American Journal of Physiology-Renal Physiology","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":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Peristalsis; Bolus (digestion); Duct (anatomy); Anatomy; Chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002143758,0.0002346152,0.0005163519,0.0001154281,0.0001537001,0.000008675037,0.0001724066,0.0001278883,0.00006944163],"category_scores_gemma":[0.00001354288,0.000177419,0.0001776798,0.0001074213,0.0004014014,0.0000345983,0.00002861549,0.0002638276,0.000006172632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002005469,"about_ca_system_score_gemma":0.0001324088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004815429,"about_ca_topic_score_gemma":0.00004625867,"domain_scores_codex":[0.9984651,0.0001729964,0.0004873695,0.0003658251,0.0001146226,0.0003941332],"domain_scores_gemma":[0.9990398,0.00004323304,0.0003691308,0.0002195222,0.0001893081,0.0001389569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006208615,0.00008739771,0.001802635,0.00002356865,0.0002012614,0.000003552775,0.0003089434,0.001501159,0.9947031,0.00002526916,0.0000353798,0.0006868865],"study_design_scores_gemma":[0.003493786,0.009153014,0.6457528,0.00009329345,0.0002490588,0.0006567139,0.00364765,0.0004910199,0.33189,0.001319431,0.002366573,0.0008866744],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988886,0.0001451955,0.0002624782,0.0001687811,0.0003581381,0.0001185205,0.000007515884,0.000009312599,0.00004151106],"genre_scores_gemma":[0.9983767,0.0001633981,0.0002947334,0.0002978274,0.0005828771,0.000004701576,0.0001463584,0.00003185982,0.0001015693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6628131,"threshold_uncertainty_score":0.7234937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005824781735293045,"score_gpt":0.2272076348915338,"score_spread":0.2213828531562408,"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."}}