{"id":"W1980828265","doi":"10.1093/eurjhf/hfp188","title":"Haemodialysis, not Ultrafiltration, can Correct Hyponatraemia in Heart Failure","year":2009,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ultrafiltration (renal); Heart failure; Intravascular volume status; Hyponatremia; Internal medicine; Extracorporeal; Intensive care medicine; Population; Cardiology; Tolvaptan; Blood pressure; Chromatography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001197312,0.0006485253,0.001531858,0.000973682,0.0001248454,0.0001211832,0.0004183901,0.0004249276,0.0002798061],"category_scores_gemma":[0.0002480278,0.0005617258,0.0008875909,0.0005825826,0.000145333,0.000197939,0.0000251754,0.006382722,0.0001611289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129934,"about_ca_system_score_gemma":0.0007903044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002641135,"about_ca_topic_score_gemma":0.0001522966,"domain_scores_codex":[0.9950416,0.0009601809,0.001497734,0.0005101381,0.001187873,0.000802446],"domain_scores_gemma":[0.9979268,0.0001703907,0.0005916201,0.0005241865,0.0004853212,0.0003016465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002309426,0.00009500441,0.0007441061,0.00008138338,0.0001724798,0.003899351,0.0001875447,0.00003462326,0.01656867,0.000004125191,0.9768932,0.001088503],"study_design_scores_gemma":[0.002259674,0.001536525,0.01644577,0.0006608774,0.0003674693,0.005418952,0.00008421732,0.000003781425,0.001195023,0.00003000074,0.971515,0.0004827157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01165879,0.001207459,0.00004472254,0.9850333,0.0002126301,0.0003804243,0.00002754477,0.000046621,0.001388484],"genre_scores_gemma":[0.179848,0.0002811596,0.005198366,0.8031242,0.008651401,0.000003084874,0.0003687778,0.0002430317,0.002281991],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1819091,"threshold_uncertainty_score":0.9996834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151503618240301,"score_gpt":0.2334152529618602,"score_spread":0.2219002167794572,"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."}}