{"id":"W2971078638","doi":"10.1016/j.vaa.2019.08.004","title":"Dynamic prediction of fluid responsiveness during positive pressure ventilation: a review of the physiology underlying heart–lung interactions and a critical interpretation","year":2019,"lang":"en","type":"review","venue":"Veterinary Anaesthesia and Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Veterinary Medical Association; Cegep de Saint Hyacinthe; University of Calgary; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fondation Jean-Louis Lévesque","keywords":"Preload; Medicine; Hypovolemia; Pulse pressure; Central venous pressure; Anesthesia; Blood pressure; Ventilation (architecture); Intensive care medicine; Mechanical ventilation; Hemodynamics; Respiratory physiology; Heart rate; Cardiology; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000199132,0.000231814,0.001102675,0.0001618078,0.0000927279,0.000008565269,0.00007443506,0.0001387404,0.000008873347],"category_scores_gemma":[0.00006761037,0.0001701299,0.0002786504,0.0002103504,0.0001464974,0.00009884123,0.00005383035,0.0002713886,5.0236e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004650186,"about_ca_system_score_gemma":0.0001106218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008717767,"about_ca_topic_score_gemma":2.466241e-7,"domain_scores_codex":[0.998412,0.0004655516,0.0005270227,0.0003197691,0.0001422672,0.0001334594],"domain_scores_gemma":[0.9990717,0.0001814277,0.0002711739,0.0003164292,0.0001063804,0.00005285025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001144848,0.0002362695,0.0005451466,0.69804,0.001113772,0.00005145848,0.0005116995,0.00000732092,0.009229076,0.0002270587,0.00001536442,0.288878],"study_design_scores_gemma":[0.0007287543,0.002490541,0.1282669,0.815892,0.006543421,0.004183146,0.0001320204,0.004867384,0.00005059577,0.00005003678,0.03635276,0.0004424168],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.101146,0.8977819,0.00005948864,0.0001581014,0.0001340503,0.0006542656,0.00004022444,0.00001402045,0.00001192189],"genre_scores_gemma":[0.3252202,0.6745756,0.00005136387,0.00002089566,0.00001945036,0.00002775488,0.00003018969,0.00001867527,0.00003588022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2884355,"threshold_uncertainty_score":0.6937698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183106338065977,"score_gpt":0.3741977256963792,"score_spread":0.3323666623157194,"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."}}