{"id":"W4245919496","doi":"10.1053/j.jvca.2009.04.015","title":"Pro: Tight Perioperative Glycemic Control","year":2009,"lang":"en","type":"review","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perioperative; Glycemic; Intensive care medicine; Anesthesia; Internal medicine; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006388346,0.001141601,0.001628454,0.001926225,0.0002320284,0.001040211,0.0006803676,0.001203688,0.004281043],"category_scores_gemma":[0.001498574,0.0002210492,0.0005562073,0.001973818,0.0004411923,0.001181419,0.0008144264,0.002660868,0.001852903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732447,"about_ca_system_score_gemma":0.001199097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008861995,"about_ca_topic_score_gemma":0.001453423,"domain_scores_codex":[0.9997212,0.00005111473,0.00007979179,0.00003757946,0.00008382205,0.00002637859],"domain_scores_gemma":[0.9992431,0.0002904267,0.0002661539,0.00001628126,0.0001153574,0.00006878387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001409058,0.00008995432,0.0002618046,0.01049598,0.0001361182,0.0001538169,0.00001844668,0.0001267952,0.0004943903,0.001106493,0.02352629,0.9634489],"study_design_scores_gemma":[0.0002749889,0.0005651103,0.006363078,0.02132241,0.001342946,0.004553745,0.0001403065,0.0003807498,0.00149079,0.003159973,0.9603456,0.00006030747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001915348,0.9971346,0.0001906262,0.0005044129,0.0006759788,0.000008945754,0.00001978872,0.00001177184,0.001262306],"genre_scores_gemma":[0.001913783,0.9949465,0.0004893243,0.0008765429,0.0009186493,0.00001708821,0.00005594791,0.00000300673,0.0007791157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004281043,"threshold_uncertainty_score":0.01432151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486089360667501,"score_gpt":0.3397206041301617,"score_spread":0.3148597105234867,"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."}}