{"id":"W2008545806","doi":"10.1213/01.ane.0000121769.62638.eb","title":"Maintenance of Normoglycemia During Cardiac Surgery","year":2004,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Cardiac surgery; Intensive care medicine; Anesthesia; 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":[0.0001674549,0.0002355731,0.0008014924,0.0001635145,0.00008742885,0.0000120219,0.0001128273,0.0001593074,0.00008231465],"category_scores_gemma":[0.00009085317,0.0002012799,0.0004822103,0.0003150016,0.0001699117,0.00009686386,0.00001830404,0.0001918298,0.0000583706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008805773,"about_ca_system_score_gemma":0.0002089847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001788528,"about_ca_topic_score_gemma":0.000002193364,"domain_scores_codex":[0.9982522,0.00002967593,0.0005256794,0.00033363,0.0003886135,0.0004702563],"domain_scores_gemma":[0.9988964,0.00009345924,0.0001143201,0.0004351388,0.0002160753,0.0002446713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007237005,0.00158345,0.8997542,0.001716741,0.001001669,0.007185632,0.002039157,0.00007266979,0.05222216,0.01557607,0.002640217,0.008971065],"study_design_scores_gemma":[0.006941552,0.0009770729,0.93229,0.00156816,0.0008454584,0.002177218,0.0004491967,0.00002775408,0.03565456,0.001350674,0.01674695,0.000971449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942238,0.000650608,0.00005663262,0.003080231,0.00007205969,0.0002443722,0.000004093191,0.00007182016,0.001596417],"genre_scores_gemma":[0.998004,0.0003153666,0.0003629927,0.0006618167,0.0001382614,0.00002357147,0.00002950203,0.00003366761,0.0004308814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0325358,"threshold_uncertainty_score":0.8207955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032372412097836,"score_gpt":0.2383883476794664,"score_spread":0.2280646235584881,"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."}}