{"id":"W1970633711","doi":"10.1111/j.1542-4758.2009.00386.x","title":"Bioreactance: A new tool for cardiac output and thoracic fluid content monitoring during hemodialysis","year":2009,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Cardiology; Hematocrit; Internal medicine; Cardiac output; Hemodynamics; Nuclear 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":[0.0008635778,0.0005576239,0.00065832,0.001664857,0.0002142654,0.0008250253,0.0005726939,0.0008610455,0.001096904],"category_scores_gemma":[0.002725609,0.0002102462,0.000188861,0.0008150592,0.000375902,0.0009291605,0.000561501,0.0006314802,0.0004769869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396153,"about_ca_system_score_gemma":0.0003020989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006148035,"about_ca_topic_score_gemma":0.0006981974,"domain_scores_codex":[0.9991579,0.0002382122,0.00005692377,0.0001496735,0.0003558079,0.00004150002],"domain_scores_gemma":[0.9989506,0.0003989536,0.0002964414,0.00006918709,0.0001847112,0.0001000908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002662845,0.0004331264,0.2589206,0.0006357221,0.0002249098,0.0009477233,0.0007121845,0.001543376,0.2488799,0.000879308,0.00468955,0.4794708],"study_design_scores_gemma":[0.0003408031,0.006424468,0.6875538,0.0002490051,0.0004844588,0.02622759,0.0005084503,0.09286007,0.1528234,0.001522711,0.03064915,0.0003560645],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7667919,0.02242049,0.1964686,0.0009727656,0.0005556176,0.0002879098,0.001904052,0.003557487,0.007041152],"genre_scores_gemma":[0.8976901,0.002852073,0.09463181,0.0004892912,0.0006013964,0.0004021372,0.000714368,0.00008289189,0.002535932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001664857,"threshold_uncertainty_score":0.004567087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789339359902852,"score_gpt":0.3138578565674714,"score_spread":0.2759644629684429,"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."}}