{"id":"W2315963369","doi":"10.1097/00044067-200601000-00007","title":"Hyperglycemia in the Critically Ill Patient","year":2006,"lang":"en","type":"review","venue":"AACN Clinical Issues Advanced Practice in Acute & Critical Care","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Medicine; Critically ill; Glycemic; Intensive care medicine; Critical illness; Diabetes mellitus; Insulin resistance; Stress hyperglycemia; Disease; Pathophysiology; Internal medicine; Endocrinology","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001283618,0.00124318,0.004898577,0.0003583535,0.0001850686,0.0002071386,0.0009342342,0.001809488,0.0001619965],"category_scores_gemma":[0.06229664,0.0008661342,0.00167734,0.001080287,0.0009978344,0.0006373181,0.0003445187,0.005751391,0.0002973656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000409656,"about_ca_system_score_gemma":0.0006905894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001858751,"about_ca_topic_score_gemma":0.00007007095,"domain_scores_codex":[0.9880316,0.002206565,0.004636514,0.001928276,0.001542521,0.001654499],"domain_scores_gemma":[0.9681896,0.02695717,0.0003805364,0.001781062,0.002095059,0.0005965503],"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":[0.001212556,0.002723893,0.0001490596,0.007612129,0.0001893593,0.01108187,0.0006394128,0.000001704571,3.757634e-7,0.004126995,0.001520025,0.9707426],"study_design_scores_gemma":[0.003162176,0.003017727,0.00003898518,0.01070925,0.0047123,0.0008345102,0.003370495,0.00001112818,4.125743e-7,0.0006141058,0.9725656,0.0009633356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001939247,0.9616063,0.00002489662,0.01136821,0.001436916,0.002728664,0.0002536036,0.0001088548,0.02227863],"genre_scores_gemma":[0.002402182,0.9670522,0.007307931,0.02060495,0.0008202819,0.0007611991,0.000668194,0.0001776272,0.0002054508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9710456,"threshold_uncertainty_score":0.9994864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06361736134330505,"score_gpt":0.4995921719986988,"score_spread":0.4359748106553938,"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."}}