{"id":"W1966442140","doi":"10.1097/aln.0b013e318233056e","title":"Prolonged Central Venous Desaturation Measured by Continuous Oximetry Is Associated with Adverse Outcomes in Pediatric Cardiac Surgery","year":2011,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Inotrope; Adverse effect; Intensive care unit; Central venous catheter; Anesthesia; Pediatric intensive care unit; Cardiac surgery; Intensive care; Catheter; Cardiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002663913,0.0002061033,0.0008211207,0.0001559325,0.00004139862,0.000003669084,0.00004976091,0.000228538,0.00005677635],"category_scores_gemma":[0.0002575561,0.0001461557,0.0001503673,0.0002277425,0.00005146461,0.00005289085,0.000008049076,0.0001455218,0.00002648665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191098,"about_ca_system_score_gemma":0.0001006875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003609755,"about_ca_topic_score_gemma":0.00005941335,"domain_scores_codex":[0.9985583,0.0002305181,0.0002976237,0.0003186036,0.0001673612,0.0004275726],"domain_scores_gemma":[0.9990903,0.0003354803,0.0001629304,0.0002184527,0.00008257676,0.0001102293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003140126,0.001397188,0.9943689,0.00001047037,0.0002248358,0.0004289903,0.0007124618,1.606197e-7,0.0000500867,0.000002571684,0.001589877,0.0009005091],"study_design_scores_gemma":[0.0009491542,0.0009712974,0.9960123,0.00001732633,0.0003617513,0.00002806801,0.00009655795,0.000001747373,0.001323034,0.00001121485,0.0000798132,0.0001477833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979128,0.001116992,5.298269e-7,0.0001656868,0.0001080938,0.0005320553,0.00001056644,0.0000602403,0.00009303835],"genre_scores_gemma":[0.9986339,0.0002200983,0.00005522515,0.0007426233,0.00003671361,0.000101949,0.0001317763,0.00002590356,0.00005180922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001643416,"threshold_uncertainty_score":0.5960055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047595975220059,"score_gpt":0.2566765853550155,"score_spread":0.2062006256028149,"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."}}