{"id":"W118556985","doi":"10.1177/039139880703001210","title":"Integration of Blood Volume, Blood Pressure, Heart Rate and Bioimpedance Monitoring for the Achievement of Optimal Dry Body Weight during Chronic Hemodialysis","year":2007,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hemodialysis; Blood pressure; Medicine; Blood volume; Pulse pressure; Intravascular volume status; Cardiology; Hemodynamics; Heart rate; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008792074,0.0004925292,0.0005751632,0.0006680087,0.0002267111,0.0005099446,0.000300826,0.0002853152,0.0002527724],"category_scores_gemma":[0.001714154,0.000100657,0.000194019,0.0003054334,0.0002283529,0.0003266207,0.0003039029,0.0005191767,0.00007264123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223295,"about_ca_system_score_gemma":0.0002977574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004793695,"about_ca_topic_score_gemma":0.0006762671,"domain_scores_codex":[0.9996777,0.00009099754,0.00005214463,0.00004191253,0.0001118705,0.00002536825],"domain_scores_gemma":[0.9991518,0.0002655455,0.0002601495,0.00004700289,0.0001390676,0.0001363984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003900882,0.0008846837,0.7554314,0.0002629801,0.0001320362,0.0006361457,0.0006577829,0.001400402,0.07953705,0.00008300683,0.000414296,0.1566593],"study_design_scores_gemma":[0.00009389453,0.004054385,0.9684728,0.00005127005,0.000115798,0.001276206,0.0002296551,0.00694857,0.01807666,0.000152569,0.0004978506,0.00003038728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945307,0.0008730391,0.003695224,0.00008054914,0.00001422684,0.00007180832,0.00006628256,0.0000533915,0.0006148276],"genre_scores_gemma":[0.9958785,0.0002280823,0.003700871,0.00002945116,0.00002004356,0.00003152885,0.00005348069,0.000004205053,0.00005394292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008792074,"threshold_uncertainty_score":0.004649758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186621834579093,"score_gpt":0.2727050457929536,"score_spread":0.2608388274471626,"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."}}