{"id":"W2004872153","doi":"10.1097/00044067-200401000-00004","title":"Insulin Resistance and Hyperglycemia in Critical Illness","year":2004,"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":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Insulin resistance; Medicine; Critical illness; Diabetes mellitus; Intensive care medicine; Glycemic; Insulin; Population; Intensive care; Glucagon; Endocrinology; Internal medicine; Critically ill","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":[0.001100852,0.001211847,0.005630086,0.0004360143,0.0001869774,0.0001802716,0.0005264584,0.002143634,0.0001377369],"category_scores_gemma":[0.07680404,0.001073595,0.0008784603,0.0009680077,0.001592291,0.0009710445,0.0004249237,0.005197124,0.0001452379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602318,"about_ca_system_score_gemma":0.00106751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009456743,"about_ca_topic_score_gemma":0.0001027244,"domain_scores_codex":[0.9900668,0.001140631,0.003942314,0.002337416,0.001008162,0.001504728],"domain_scores_gemma":[0.9739746,0.02231121,0.0003014398,0.001266761,0.001075076,0.001070892],"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":[0.00414553,0.002073529,0.0001995184,0.04223762,0.0002454035,0.01396309,0.0009090566,0.000001160073,8.018663e-7,0.01759973,0.0001080181,0.9185165],"study_design_scores_gemma":[0.006409025,0.00144799,0.00005310346,0.04666834,0.003630043,0.0005291854,0.001812803,0.000004853343,9.320715e-7,0.002442332,0.9357441,0.001257313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000255312,0.983624,0.00003282732,0.007073349,0.001405074,0.001723608,0.0002397013,0.0001238304,0.005522272],"genre_scores_gemma":[0.007022163,0.9752858,0.01364251,0.002300107,0.0005267791,0.0004430332,0.0002599098,0.0001917157,0.0003279893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.935636,"threshold_uncertainty_score":0.9991714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06953988225560938,"score_gpt":0.5183684750651834,"score_spread":0.448828592809574,"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."}}