{"id":"W3134619219","doi":"10.1111/hdi.12919","title":"Bioimpedance analysis is not superior to clinical assessment in determining hydration status: A prospective randomized‐controlled trial in a Western dialysis population","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Randomized controlled trial; Prospective cohort study; Adverse effect; N-terminal pro-Brain Natriuretic Peptide; Internal medicine; Population; Clinical trial; Hypervolemia; Intravascular volume status; Biomarker; Intensive care medicine; Natriuretic peptide; Heart failure; Hemodynamics; Blood volume","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":[0.005610805,0.001594828,0.004515218,0.0004968002,0.000712391,0.001657322,0.001094476,0.002654775,0.003785551],"category_scores_gemma":[0.005931783,0.0008210935,0.00297655,0.0007615032,0.002096585,0.001286485,0.0005912196,0.002613235,0.0004265782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007588277,"about_ca_system_score_gemma":0.001298739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007827422,"about_ca_topic_score_gemma":0.0008804024,"domain_scores_codex":[0.9967265,0.001984112,0.0003022345,0.000523257,0.0002312524,0.0002325743],"domain_scores_gemma":[0.9951775,0.001931085,0.001278528,0.000438475,0.0002981718,0.0008762723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9903527,0.003178738,0.00194121,0.0002929592,0.001454643,0.00001724518,0.00002107312,0.00005396976,0.0003590847,0.00003110899,0.00009408052,0.002203199],"study_design_scores_gemma":[0.8949689,0.09350569,0.007579763,0.00007427353,0.002743783,0.00002587672,0.00002770058,0.0004946431,0.0002249436,0.0001213244,0.0002120862,0.0000210755],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906853,0.006009617,0.0004284266,0.0004567929,0.0006050161,0.001110316,0.0002356156,0.00003147417,0.0004374761],"genre_scores_gemma":[0.993293,0.00171859,0.0009176804,0.000640547,0.0005332839,0.002086031,0.000339804,0.000008468043,0.0004625417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005610805,"threshold_uncertainty_score":0.02967316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596638462028964,"score_gpt":0.394680896855533,"score_spread":0.3587145122352434,"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."}}