{"id":"W3193219337","doi":"10.3389/fvets.2021.701377","title":"Clinical Application of the Fluid Challenge Approach in Goal-Directed Fluid Therapy: What Can We Learn From Human Studies?","year":2021,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Universidade Estadual Paulista; Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Preload; Venous return curve; Stroke volume; Medicine; Cardiac output; Intravascular volume status; Shock (circulatory); Blood volume; Cardiology; Intravenous fluid; Central venous pressure; Intensive care medicine; Anesthesia; Heart failure; Internal medicine; Hemodynamics; Ejection fraction; Blood pressure; Heart rate","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":[0.06167931,0.00221033,0.005680548,0.00203228,0.001101532,0.007207501,0.005776148,0.009602462,0.005928899],"category_scores_gemma":[0.07828004,0.0007910893,0.001986807,0.002928153,0.009142637,0.01110116,0.002921645,0.00843565,0.002998399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002441106,"about_ca_system_score_gemma":0.008356885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643497,"about_ca_topic_score_gemma":0.00360671,"domain_scores_codex":[0.9860736,0.008482405,0.00140585,0.001207163,0.002311768,0.0005191989],"domain_scores_gemma":[0.8670703,0.09270819,0.006289628,0.008200531,0.02237775,0.003353579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002164814,0.001419844,0.008030781,0.03081367,0.000775875,0.001342922,0.001123108,0.001241216,0.004622167,0.01975737,0.06625634,0.8624519],"study_design_scores_gemma":[0.0007922999,0.01400215,0.01610103,0.05668488,0.001921175,0.003672376,0.00407348,0.003165074,0.004907953,0.0756468,0.8184071,0.000625689],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003333723,0.9188625,0.007748699,0.05941423,0.004646737,0.0002376794,0.0002044231,0.0001221949,0.005429841],"genre_scores_gemma":[0.03102681,0.9088146,0.01409985,0.03303061,0.01125264,0.0005799106,0.0002866288,0.00007578706,0.0008331502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06167931,"threshold_uncertainty_score":0.3261953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314475653982344,"score_gpt":0.4162843283057302,"score_spread":0.2848367629074958,"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."}}