{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009217168,0.0005449277,0.001382007,0.0004808189,0.0001763133,0.00005628635,0.0004393025,0.0005354587,0.000002386565],"category_scores_gemma":[0.0002266505,0.0003925778,0.0002442249,0.001289077,0.0001268131,0.0001893276,0.00007174511,0.000575103,0.000006571653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449996,"about_ca_system_score_gemma":0.0006590674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006070028,"about_ca_topic_score_gemma":0.000004882052,"domain_scores_codex":[0.9964002,0.00007606814,0.0014466,0.0008699534,0.0008500872,0.0003570811],"domain_scores_gemma":[0.997061,0.0001563015,0.00148018,0.0005635981,0.0005563641,0.0001825765],"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":[0.0005253163,0.002132527,0.02074211,0.1304584,0.003831886,0.00003028751,0.003806231,0.00003099853,0.165674,0.002869396,0.000308638,0.6695902],"study_design_scores_gemma":[0.01247753,0.005148485,0.1122264,0.286721,0.05144862,0.004528726,0.002577326,0.001174559,0.3111009,0.0007641276,0.2065066,0.005325686],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4932112,0.4953313,0.0001452495,0.0005877229,0.0004658415,0.009222031,0.0001264787,0.0002474021,0.0006627736],"genre_scores_gemma":[0.04655632,0.9443486,0.00476284,0.00001928647,0.001086212,0.001216459,0.000189673,0.0002135885,0.00160697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6642645,"threshold_uncertainty_score":0.9998526,"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."}}