{"id":"W2405030509","doi":"10.1177/0310057x1003800512","title":"Continuous Central Venous Oxygen Saturation Monitoring under Varying Physiological Conditions in an Animal Model","year":2010,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Anesthesia; Inferior vena cava; Catheter; Superior vena cava; Arterial catheter; Pulse oximetry; Blood volume; Blood pressure; 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":[],"consensus_categories":[],"category_scores_codex":[0.00003211734,0.0001337177,0.0002415761,0.00006509304,0.00009814144,0.00002554762,0.00004554838,0.0001439222,0.00000426639],"category_scores_gemma":[0.00005162638,0.0001135203,0.00004654112,0.00006253828,0.00007383109,0.0001140349,0.00001130731,0.0003555569,0.000002100587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004855531,"about_ca_system_score_gemma":0.00004649874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006732081,"about_ca_topic_score_gemma":0.00001339069,"domain_scores_codex":[0.9992574,0.00002488166,0.0001299957,0.0002443113,0.00009387676,0.0002495057],"domain_scores_gemma":[0.9991825,0.00001319279,0.00003537282,0.0001513118,0.0004827348,0.0001348927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002864321,0.0001239713,0.1174235,0.0000371179,0.0000364946,0.0001913263,0.007719882,0.0004068137,0.8635928,0.001217163,0.00004579717,0.008918718],"study_design_scores_gemma":[0.001316408,0.001489026,0.9525294,0.0001603692,0.0000528772,0.0001071169,0.01580739,0.0196094,0.008100061,0.0004618834,0.00007655135,0.0002894724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987504,0.0001767418,0.0000468381,0.0005504434,0.0001636598,0.0001792478,0.000005297223,0.00005167241,0.00007564434],"genre_scores_gemma":[0.9986288,0.00008563717,0.0003288355,0.0005877005,0.0002606076,0.00001411602,0.00006007255,0.00001717826,0.00001708165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8554927,"threshold_uncertainty_score":0.4629222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668279789181125,"score_gpt":0.3036174469020594,"score_spread":0.2769346490102482,"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."}}