{"id":"W2061744492","doi":"10.1046/j.1523-1755.2002.00523.x","title":"Blood volume monitoring in intermittent hemodialysis for acute renal failure","year":2002,"lang":"en","type":"article","venue":"Kidney International","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Kidney Foundation of Canada","keywords":"Medicine; Hemodialysis; Blood pressure; Mean arterial pressure; Blood volume; Concordance; Intensive care unit; Anesthesia; Cardiology; Internal medicine; Heart rate","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006756081,0.0003784033,0.0008991319,0.000689719,0.0004107056,0.0007295773,0.000349378,0.0006100345,0.0005795363],"category_scores_gemma":[0.003716952,0.0001182464,0.0001785614,0.0004952151,0.0003828244,0.0006528032,0.0002654899,0.001176006,0.0001180574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554922,"about_ca_system_score_gemma":0.0004178545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005297703,"about_ca_topic_score_gemma":0.0006760081,"domain_scores_codex":[0.9994915,0.0001972583,0.000080275,0.00003589641,0.0001563158,0.00003879984],"domain_scores_gemma":[0.9982249,0.0009358098,0.0003565152,0.00006281152,0.000115173,0.0003047698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01313505,0.001050964,0.6159894,0.0007213636,0.0003237854,0.01210731,0.0009572195,0.001948812,0.0138266,0.001119143,0.006062286,0.332758],"study_design_scores_gemma":[0.0008341369,0.008846044,0.9047368,0.0003757789,0.0005607278,0.03574022,0.0006407365,0.01753275,0.01733216,0.002076861,0.01124749,0.00007633503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772718,0.0124568,0.003675777,0.001268833,0.0003266746,0.00004987636,0.0001069822,0.0001110219,0.004732217],"genre_scores_gemma":[0.9945841,0.002158277,0.001984128,0.0003180766,0.0005183181,0.00004091879,0.00004219881,0.00001155538,0.000342242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008991319,"threshold_uncertainty_score":0.003573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714484276658926,"score_gpt":0.2876993718923103,"score_spread":0.2705545291257211,"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."}}