{"id":"W123671715","doi":"","title":"Ex vivo changes in blood glucose levels seldom change blood glucose control algorithm recommendations.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Glycemic; Ex vivo; Blood sampling; Insulin; Blood glucose monitoring; In vivo; Diabetes mellitus; Internal medicine; Endocrinology; Biology; Biotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004695849,0.0003487053,0.000576689,0.0003206976,0.0002462127,0.001204928,0.0005287378,0.0006921211,0.001061316],"category_scores_gemma":[0.02018146,0.0002558712,0.0003676446,0.0005066374,0.0005035463,0.0005883864,0.0006436819,0.0009493519,0.0004004769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003766783,"about_ca_system_score_gemma":0.0003199165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003112588,"about_ca_topic_score_gemma":0.0003849812,"domain_scores_codex":[0.9938804,0.002761529,0.0008346487,0.0007777755,0.001565817,0.0001798072],"domain_scores_gemma":[0.9641466,0.01322445,0.01589445,0.003731362,0.002115569,0.0008874399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004074716,0.0007583632,0.9279839,0.0003919785,0.0004870009,0.000341729,0.0008261364,0.000408205,0.01737451,0.0001506095,0.0005465141,0.04665634],"study_design_scores_gemma":[0.00008069624,0.003371873,0.9740829,0.00009144971,0.0002444522,0.00179658,0.0005581045,0.001758739,0.01461691,0.0003416716,0.003018063,0.00003859421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915137,0.001246765,0.005220083,0.0001965852,0.00007918866,0.00006883856,0.0004070145,0.00004197739,0.001225883],"genre_scores_gemma":[0.9952341,0.0002459099,0.003428181,0.000258394,0.00006054352,0.00006271045,0.0004825604,0.0000173666,0.0002102107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004695849,"threshold_uncertainty_score":0.02483433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988948190961964,"score_gpt":0.2652987108206478,"score_spread":0.2354092289110281,"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."}}