{"id":"W2005171268","doi":"10.1097/pcc.0b013e318166fe9b","title":"Continuous central venous saturation monitoring in pediatrics: A case report","year":2008,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Saturation (graph theory); Pediatrics","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":[0.000317705,0.000274129,0.0006401204,0.000387861,0.0001707647,0.000009889471,0.00007965581,0.0002151119,0.00005635268],"category_scores_gemma":[0.002469806,0.0002368602,0.0001018265,0.0006740094,0.0001634634,0.0000919575,0.00002837597,0.0006495073,0.00001360917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000358472,"about_ca_system_score_gemma":0.0002548793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007899617,"about_ca_topic_score_gemma":0.00001206718,"domain_scores_codex":[0.9972925,0.00007684632,0.0007510352,0.0005090611,0.0006790833,0.0006914994],"domain_scores_gemma":[0.9981436,0.0004512641,0.0000808207,0.0004131661,0.0003963142,0.0005148645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001322904,0.0002488931,0.5870534,0.0004805077,0.000008396056,0.4017181,0.005473004,0.000005192775,0.0001012502,0.00003956021,0.0002202442,0.00451923],"study_design_scores_gemma":[0.01050216,0.003911519,0.4384227,0.0003236582,0.001142793,0.5287085,0.01294668,0.0003262031,0.0003899615,0.0001648611,0.002077726,0.00108325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851413,0.008878057,0.0004210061,0.001197389,0.002650442,0.000389807,0.000006468851,0.0001711678,0.001144311],"genre_scores_gemma":[0.9851894,0.0009566966,0.0007046928,0.00007399549,0.01281799,0.00003480334,0.00004306339,0.00004346775,0.000135926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486307,"threshold_uncertainty_score":0.9658881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484133543520179,"score_gpt":0.3289724984723279,"score_spread":0.3041311630371261,"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."}}