{"id":"W2163574792","doi":"10.1152/nips.01446.2003","title":"Riding the Tides: K+ Concentration and Volume Regulation by Muscle Na+-K+-2Cl− Cotransport Activity","year":2003,"lang":"en","type":"review","venue":"Physiology","topic":"Ion channel regulation and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cotransporter; Skeletal muscle; Contractility; Muscle contraction; Internal medicine; Endocrinology; Chemistry; Biology; Sodium; 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","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009493437,0.001457687,0.002055222,0.0001945885,0.0008788225,0.0001560796,0.0006401853,0.001940144,0.0004661101],"category_scores_gemma":[0.0002797853,0.001249005,0.000917391,0.0006160602,0.0007142638,0.0001126887,0.0002036234,0.001025623,0.0001426848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935777,"about_ca_system_score_gemma":0.0005190854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112636,"about_ca_topic_score_gemma":0.000006356796,"domain_scores_codex":[0.9929514,0.001479575,0.001468792,0.00222989,0.0005982028,0.001272138],"domain_scores_gemma":[0.9964777,0.0002883934,0.0009842857,0.00143458,0.0004415436,0.0003735178],"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":[0.00178886,0.001851021,0.0006511385,0.0117988,0.003677341,0.00003691584,0.004036563,0.2018437,0.05312275,0.001659878,0.1212968,0.5982361],"study_design_scores_gemma":[0.001493125,0.0005155047,0.0002547941,0.0006524381,0.0007499491,0.00009616817,0.0003827949,0.06688409,0.001329956,0.0001776517,0.925995,0.001468546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3932277,0.5821626,0.009236026,0.0009795238,0.001725051,0.008017094,0.00194082,0.0005193844,0.002191827],"genre_scores_gemma":[0.4951107,0.4846949,0.0001514513,0.0007916389,0.002718819,0.0005418722,0.01190269,0.000311911,0.003776064],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8046982,"threshold_uncertainty_score":0.9998173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253333723252496,"score_gpt":0.2674792946953766,"score_spread":0.2449459574628516,"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."}}