{"id":"W2003620324","doi":"10.1097/01.pcc.0000257101.37171.be","title":"Regional and central venous oxygen saturation monitoring following pediatric cardiac surgery: Concordance and association with clinical variables*","year":2007,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Interquartile range; Confidence interval; Anesthesia; Pulse oximetry; Blood pressure; Hematocrit; Internal medicine; Cardiology; Surgery","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":[0.001589675,0.0002399147,0.0007842486,0.0001981396,0.0001647748,0.00003781774,0.00004616209,0.0002358429,0.000006452454],"category_scores_gemma":[0.003751555,0.0001908713,0.0001077535,0.0004284415,0.0001550103,0.0001415464,0.00003325702,0.0006187823,0.000001253522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308623,"about_ca_system_score_gemma":0.000159578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308327,"about_ca_topic_score_gemma":0.000003212533,"domain_scores_codex":[0.9973966,0.0001095039,0.0006162286,0.0004956192,0.0007512462,0.0006307734],"domain_scores_gemma":[0.9954548,0.00333649,0.0001122534,0.0001846758,0.0003544205,0.000557374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637783,0.00006790875,0.9946056,0.0002756341,0.00003299196,0.0001469362,0.0002666386,4.13092e-8,0.0001191979,0.0002347155,0.001053326,0.003033232],"study_design_scores_gemma":[0.0009759834,0.001123356,0.993573,0.0001508675,0.001951995,0.00006254049,0.000934259,0.00002641986,0.0001233612,0.0001127175,0.0006740055,0.0002914999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977249,0.01428988,0.003007102,0.003212712,0.001098458,0.0003297643,0.000006829148,0.0002091589,0.0005970545],"genre_scores_gemma":[0.9833577,0.003274857,0.00574751,0.0002624472,0.007245662,0.00001102873,0.00003533572,0.00003308838,0.00003234981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101502,"threshold_uncertainty_score":0.7783507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250541345829458,"score_gpt":0.3540018873505638,"score_spread":0.3314964738922692,"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."}}