{"id":"W4414015782","doi":"10.11159/mhci25.105","title":"Vein Reflow Enhancement Strategies and Respiratory Rhythm Training: Can End-Stage Renal Disease Patients Walk-away from Hypotension during Hemodialysis","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"End stage renal disease; Hemodialysis; Medicine; Cardiology; Disease; Rhythm; Internal medicine; Intensive care medicine","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":[0.0005277492,0.0002476292,0.0004680431,0.0001461301,0.0001869174,0.0006935281,0.0002091384,0.0005610542,0.001147571],"category_scores_gemma":[0.003178829,0.00006211894,0.0003730719,0.000137856,0.0001484464,0.0006858093,0.0004167292,0.0005379092,0.0001584589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895928,"about_ca_system_score_gemma":0.0004945285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006649237,"about_ca_topic_score_gemma":0.001501542,"domain_scores_codex":[0.9997595,0.0001000779,0.00002273049,0.00003755345,0.00003031644,0.00004988641],"domain_scores_gemma":[0.9994152,0.0002121083,0.0001483216,0.00001368867,0.00005281656,0.0001579826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008022162,0.006556352,0.2870238,0.001468186,0.0006788743,0.0004132179,0.0007671953,0.002324237,0.007140538,0.0006221352,0.003686826,0.6812965],"study_design_scores_gemma":[0.001161937,0.021957,0.9327056,0.001542079,0.001702794,0.001001441,0.002912046,0.01630316,0.005431294,0.002763893,0.01238276,0.000135963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983264,0.007741455,0.002252007,0.003110112,0.0001453015,0.00009384499,0.00008683589,0.00003781273,0.003268471],"genre_scores_gemma":[0.9960412,0.002102146,0.001004352,0.0003600223,0.0001003347,0.00005688844,0.00006724982,0.00000224972,0.0002656499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001147571,"threshold_uncertainty_score":0.003839016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009333039509393687,"score_gpt":0.2249881343089094,"score_spread":0.2156550947995158,"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."}}