{"id":"W2035327205","doi":"10.1097/ccm.0b013e31827bfc25","title":"Role of the Venous Return in Critical Illness and Shock","year":2012,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Venous return curve; Shock (circulatory); Cardiogenic shock; Intensive care medicine; Septic shock; Cardiac output; Resuscitation; Pathophysiology; Cardiovascular physiology; Cardiac function curve; Hemodynamics; Cardiology; Sepsis; Heart failure; Internal medicine; Anesthesia; Myocardial infarction","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":[0.0004008852,0.0003416878,0.002023143,0.0001456583,0.00006977211,0.000005430408,0.0001865533,0.000437254,0.0001135381],"category_scores_gemma":[0.002116047,0.0001895942,0.0001967161,0.0002957975,0.00103801,0.00002759312,0.00009054926,0.0009875447,0.000004771142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480438,"about_ca_system_score_gemma":0.0002100742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007003468,"about_ca_topic_score_gemma":0.0000073422,"domain_scores_codex":[0.9978232,0.0002417142,0.0006585784,0.00034584,0.0004758967,0.000454717],"domain_scores_gemma":[0.9976707,0.001167366,0.00005184906,0.0005875938,0.0001957476,0.0003267315],"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":[0.00001776585,0.0001260565,0.0003588564,0.04202502,0.00003037885,0.00005017735,0.001259805,4.631076e-9,0.00001111012,0.003027976,0.00002567637,0.9530672],"study_design_scores_gemma":[0.0007777305,0.000629106,0.0004074805,0.0664584,0.002742792,0.00072627,0.002833369,0.00000884678,0.00001545544,0.0006387272,0.9244095,0.0003523259],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005163336,0.9948498,0.000008231095,0.0007839168,0.001039066,0.0004784089,0.00002281074,0.00002380794,0.002277639],"genre_scores_gemma":[0.2106376,0.7875178,0.00004396235,0.0001155302,0.001494763,0.00005101704,0.00002374083,0.00005939149,0.00005613957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9527149,"threshold_uncertainty_score":0.7731429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04961457728533288,"score_gpt":0.401602194388905,"score_spread":0.3519876171035722,"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."}}