{"id":"W2555826161","doi":"10.1111/hdi.12511","title":"Bioimpedance monitoring of cellular hydration during hemodialysis therapy","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Hemodialysis; Extracellular fluid; Medicine; Intravascular volume status; Dialysis; Intracellular Fluid; Intracellular; Interstitial fluid; Blood volume; Extracellular; Fluid compartments; Urology; Cardiology; Internal medicine; Intensive care medicine; Chemistry; Hemodynamics; Biochemistry","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":[0.0004289259,0.0002467998,0.0002831732,0.0004543978,0.0001313855,0.0004549446,0.0002989775,0.0003582373,0.0004722927],"category_scores_gemma":[0.0009917713,0.00008734394,0.0001033885,0.0001899435,0.000308618,0.0002748991,0.0001970969,0.0003332267,0.0001706712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495793,"about_ca_system_score_gemma":0.00008866752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001800701,"about_ca_topic_score_gemma":0.0001503039,"domain_scores_codex":[0.9995888,0.0001186722,0.00002012149,0.00007332057,0.0001762459,0.0000228528],"domain_scores_gemma":[0.999548,0.0002281693,0.00008190885,0.00003035909,0.00008697691,0.00002463018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005165286,0.00005917092,0.03722161,0.0002303051,0.00004073151,0.0001794682,0.0002966698,0.0006650435,0.8717636,0.0002017397,0.0003186835,0.08850644],"study_design_scores_gemma":[0.00003883482,0.00193457,0.2143333,0.00008430111,0.0001240662,0.003731109,0.0002405409,0.01176361,0.75767,0.0006117536,0.009382924,0.00008492252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842741,0.008447954,0.1033787,0.0003010019,0.0001455264,0.00006202811,0.0004510143,0.0004619261,0.002477646],"genre_scores_gemma":[0.9786234,0.00101163,0.01950323,0.000125825,0.00008783019,0.00004064363,0.00009648413,0.00002445063,0.0004864882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004722927,"threshold_uncertainty_score":0.002268434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807918785987944,"score_gpt":0.2835737940348773,"score_spread":0.2554946061749978,"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."}}