{"id":"W4414015768","doi":"10.11159/mhci25.106","title":"Design and Evaluation of an Abdominal Voice Wearable System for Mitigating Hemodialysis-Related Complications in End-Stage Renal Disease Patients","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"End stage renal disease; Hemodialysis; Wearable computer; Medicine; Stage (stratigraphy); Disease; Computer science; Intensive care medicine; Internal medicine; Embedded system; Geology","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":[0.0008444513,0.0004542655,0.000520963,0.000351313,0.0002206865,0.0006765531,0.0006275767,0.0006525562,0.002098473],"category_scores_gemma":[0.001231704,0.0001536931,0.0003429868,0.000118128,0.0001512322,0.0003762313,0.0004434384,0.0001805081,0.0003541729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834446,"about_ca_system_score_gemma":0.00039171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000315584,"about_ca_topic_score_gemma":0.0003413943,"domain_scores_codex":[0.9995201,0.0001813788,0.00005576366,0.00009534766,0.00009822423,0.00004929369],"domain_scores_gemma":[0.9995282,0.0001464709,0.00003730115,0.00003217793,0.0001820966,0.00007380474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005186324,0.002643485,0.0371635,0.001828956,0.0003632858,0.001800311,0.001596255,0.008990264,0.5369644,0.001131902,0.003659576,0.3986717],"study_design_scores_gemma":[0.002653734,0.06035972,0.1750499,0.0004758461,0.00218707,0.005220191,0.002975548,0.2933912,0.4256782,0.001300104,0.03035766,0.0003507708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364556,0.0007587397,0.1555647,0.000598967,0.0003360541,0.001169985,0.0002915532,0.001253339,0.003571054],"genre_scores_gemma":[0.9537833,0.0002976665,0.04281597,0.0002982484,0.00005256948,0.000547375,0.0001457814,0.00002630461,0.002032787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002098473,"threshold_uncertainty_score":0.007020056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209606493424961,"score_gpt":0.2383077543158937,"score_spread":0.2262116893816441,"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."}}