{"id":"W2056629988","doi":"10.1097/00003246-200109000-00010","title":"Intravenous insulin nomogram improves blood glucose control in the critically ill","year":2001,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital","funders":"","keywords":"Medicine; Hypoglycemia; Insulin; Nomogram; Intensive care unit; Dosing; Retrospective cohort study; Anesthesia; Infusion therapy; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000497199,0.0004015029,0.0008930594,0.0001930779,0.0001814582,0.00004368573,0.0003523159,0.0002997556,0.0004695095],"category_scores_gemma":[0.009363766,0.0002500697,0.0001996562,0.0004826646,0.001191163,0.00009891854,0.00004517762,0.0009347376,0.00004936709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007098209,"about_ca_system_score_gemma":0.0001382864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002004092,"about_ca_topic_score_gemma":0.00004858311,"domain_scores_codex":[0.9965183,0.0002047694,0.0008562825,0.0005920932,0.0008494409,0.0009790981],"domain_scores_gemma":[0.9958726,0.001492805,0.00003298027,0.0006555667,0.001393114,0.0005529672],"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":[0.01472857,0.01396546,0.1219022,0.004462932,0.0006827194,0.0466292,0.03078018,0.000003691939,0.05245129,0.1268424,0.005212223,0.5823391],"study_design_scores_gemma":[0.2100314,0.08493885,0.1909117,0.006263506,0.01353955,0.01615961,0.1306386,0.003291509,0.001275498,0.0274631,0.3110074,0.004479278],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196017,0.01582235,0.001998096,0.1233437,0.001027365,0.001714791,0.0000468727,0.0001950447,0.03625007],"genre_scores_gemma":[0.9465778,0.0003274136,0.0002632008,0.05143074,0.001084858,0.0001464332,0.00006688639,0.00003923846,0.00006336328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5778598,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013304262361828,"score_gpt":0.2956426831307275,"score_spread":0.2823384207688995,"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."}}