{"id":"W2342121145","doi":"10.1111/hdi.12417","title":"Vascular refilling is independent of volume overload in hemodialysis with moderate ultrafiltration requirements","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Blood volume; Dialysis; Volume (thermodynamics); Ultrafiltration (renal); Intravascular volume status; Volume overload; Medicine; Body water; Hemodynamics; Body weight; Urology; Chemistry; Cardiology; Internal medicine; Surgery; Chromatography; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004659149,0.000218696,0.0003756443,0.0003748857,0.0002066757,0.0005124984,0.0002384405,0.0003053868,0.0008550757],"category_scores_gemma":[0.002600594,0.0001108189,0.0002485515,0.0002154994,0.0003837931,0.0002734765,0.0003520917,0.0003374356,0.0001200951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375397,"about_ca_system_score_gemma":0.0002062989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003187365,"about_ca_topic_score_gemma":0.0002244555,"domain_scores_codex":[0.9996738,0.00008851931,0.00003726847,0.00007789045,0.00006545187,0.00005705913],"domain_scores_gemma":[0.997919,0.0006912811,0.0008705833,0.0001082926,0.0001038146,0.0003069474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003194925,0.0001723798,0.9572851,0.00008998599,0.00008928256,0.001261098,0.0002766221,0.0004078991,0.02181214,0.0001392715,0.0001111938,0.01516018],"study_design_scores_gemma":[0.00003767204,0.001571341,0.9911264,0.000009895936,0.00004520834,0.00366661,0.0001059946,0.0007828928,0.002071663,0.0002090654,0.0003593089,0.0000140399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992861,0.0002317512,0.0002558662,0.00001315039,0.000002577144,0.000004075382,0.0000330153,0.000006235194,0.0001672383],"genre_scores_gemma":[0.9997862,0.00002684538,0.0001021349,0.000007297363,0.000007860604,0.000002782936,0.00004205911,0.000001019557,0.00002388723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008550757,"threshold_uncertainty_score":0.002860546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729661881956162,"score_gpt":0.260102334037789,"score_spread":0.2428057152182274,"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."}}