{"id":"W1777937531","doi":"10.1177/039139880803100205","title":"Fluid and Volume Monitoring","year":2008,"lang":"en","type":"review","venue":"The International Journal of Artificial Organs","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hypovolemia; Intravascular volume status; Medicine; Resuscitation; Intensive care medicine; Acute kidney injury; Pulse pressure; Stroke volume; Hypervolemia; Blood volume; Shock (circulatory); Blood pressure; Cardiology; Hemodynamics; Internal medicine; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002796749,0.0001866374,0.0007181155,0.0002004518,0.0000746259,0.00004966838,0.0003617469,0.0001164692,0.0000450217],"category_scores_gemma":[0.0001275229,0.0001112816,0.000323365,0.0001001884,0.000084074,0.00005972522,0.00005050269,0.0005343336,0.00003881927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816703,"about_ca_system_score_gemma":0.0003938377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001367808,"about_ca_topic_score_gemma":4.567071e-7,"domain_scores_codex":[0.9984115,0.00005695762,0.0006965423,0.0001133572,0.0005919877,0.0001296849],"domain_scores_gemma":[0.9988456,0.0001354751,0.0004471886,0.0001542925,0.0003155581,0.0001018921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004894967,0.00005684394,0.0001024732,0.0001460997,0.0006521936,0.0003144555,0.0002378457,0.00000111132,0.00009998133,0.00005358185,0.0004630222,0.9978234],"study_design_scores_gemma":[0.0001704571,0.0001120987,0.00006579501,0.004418768,0.0003244946,0.006773437,0.0000496337,0.00001672298,0.0001172338,0.00007053885,0.9877732,0.0001075584],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004909443,0.9903876,0.0001192961,0.0008082837,0.003480225,0.000129527,0.000007738216,0.00001344317,0.0001444193],"genre_scores_gemma":[0.001946422,0.9907124,0.0001853495,0.00003086313,0.006595816,0.000001828458,0.000003342041,0.00003715271,0.0004868296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9977159,"threshold_uncertainty_score":0.453793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05622185119287642,"score_gpt":0.3603632936734061,"score_spread":0.3041414424805297,"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."}}