{"id":"W4387003135","doi":"10.1159/000533573","title":"Proceedings of the 2022 UAB CRRT Academy: Non-Invasive Hemodynamic Monitoring to Guide Fluid Removal with CRRT and Proliferation of Extracorporeal Blood Purification Devices","year":2023,"lang":"en","type":"review","venue":"Blood Purification","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Renal replacement therapy; Medicine; Intensive care medicine; Nephrology; Intravascular volume status; Extracorporeal; Hemodynamics; Hemofiltration; Intensive care unit; Cardiology; Internal medicine; Hemodialysis","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":[0.004075164,0.001103707,0.0006725323,0.001877085,0.001426284,0.004345187,0.001125119,0.003079892,0.01280964],"category_scores_gemma":[0.008098221,0.0003708185,0.0008055131,0.0006525802,0.001149227,0.001717652,0.001631437,0.004649325,0.006418647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492547,"about_ca_system_score_gemma":0.002491007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787367,"about_ca_topic_score_gemma":0.003866053,"domain_scores_codex":[0.9980237,0.0004807648,0.0001436652,0.0002344075,0.0009705077,0.0001468827],"domain_scores_gemma":[0.9934947,0.00114878,0.0004030262,0.0001927654,0.002826061,0.00193474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000114809,0.00004968544,0.0006259324,0.0003443128,0.00003130575,0.0003010086,0.00008003197,0.0001603312,0.001646083,0.001338506,0.8481268,0.1471812],"study_design_scores_gemma":[0.00002026778,0.0001340312,0.001766989,0.0003916571,0.00002530443,0.001233157,0.00009833389,0.0002463756,0.0007842266,0.001024144,0.9942437,0.00003187852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.006585323,0.2811854,0.01884873,0.1771825,0.4480679,0.0002836098,0.0005342459,0.001186887,0.06612543],"genre_scores_gemma":[0.05388564,0.2292887,0.02031289,0.07288874,0.4634494,0.0004557153,0.001122459,0.0009427418,0.1576538],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01280964,"threshold_uncertainty_score":0.04285252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355390749163374,"score_gpt":0.3206125224841736,"score_spread":0.2850734475678362,"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."}}