{"id":"W2897221608","doi":"10.1177/0885066618805410","title":"Dynamic Assessment of Fluid Responsiveness in Surgical ICU Patients Through Stroke Volume Variation is Associated With Decreased Length of Stay and Costs: A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Intensive Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Intensive care unit; Perioperative; Randomized controlled trial; Pooled variance; Intensive care; Stroke (engine); Emergency medicine; Intensive care medicine; Surgery; Internal medicine","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":[0.002178367,0.0004820092,0.01268191,0.000795168,0.00002754246,0.000007012886,0.0001496448,0.000249122,0.00004535098],"category_scores_gemma":[0.005677984,0.0002517821,0.0009088537,0.0009042215,0.0002481045,0.00007781334,0.00003645174,0.0005335466,1.450107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007654916,"about_ca_system_score_gemma":0.0005122279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224757,"about_ca_topic_score_gemma":0.00001913753,"domain_scores_codex":[0.994164,0.001351409,0.002844536,0.0003385339,0.001099426,0.0002020694],"domain_scores_gemma":[0.9786714,0.001244583,0.004385702,0.0004302076,0.01509089,0.0001771914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005544614,0.0003212476,0.001709943,0.6909391,0.3000983,0.0005240821,0.002388837,0.000001087085,0.000004742409,0.00001048163,0.0001660522,0.003281655],"study_design_scores_gemma":[0.002712996,0.003237726,0.0009726775,0.3333506,0.6571772,0.0002977447,0.001550257,0.00006506468,0.000001118659,0.00000201175,0.0004406713,0.0001919778],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005879838,0.991555,0.0002064594,0.0002907318,0.00009512629,0.001725227,0.0002205932,0.000004029649,0.00002296273],"genre_scores_gemma":[0.02334807,0.9757216,0.0002310633,0.000366441,0.00003443301,0.00003397284,0.0001469962,0.00003997946,0.00007743645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3575885,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03983432237943155,"score_gpt":0.3797718545251818,"score_spread":0.3399375321457502,"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."}}