{"id":"W2032963217","doi":"10.1186/cc5296","title":"Implementation of glycemic control – problems and solutions","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Glycemic; Intensive care medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07320497,0.001407037,0.001557619,0.001675261,0.003141195,0.007356307,0.005160384,0.007877836,0.003955775],"category_scores_gemma":[0.1762283,0.0008366334,0.001435139,0.002824676,0.007187698,0.01275255,0.006088191,0.01182474,0.0005965485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009004684,"about_ca_system_score_gemma":0.02291876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007265009,"about_ca_topic_score_gemma":0.004879107,"domain_scores_codex":[0.8750072,0.07933325,0.01242607,0.004772909,0.02400736,0.004453348],"domain_scores_gemma":[0.7520439,0.1513631,0.03426433,0.01153002,0.03944498,0.01135358],"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":[0.0008948323,0.003019765,0.08190979,0.006386552,0.0007478279,0.002097845,0.01099619,0.008055907,0.001022922,0.08760668,0.0685178,0.7287439],"study_design_scores_gemma":[0.001211495,0.005424136,0.1241708,0.02614143,0.0006989987,0.008994597,0.1113066,0.04301213,0.004355825,0.4539106,0.2193273,0.001445952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0443694,0.02500593,0.02214314,0.8950213,0.002858418,0.0006021534,0.0001337356,0.0002517501,0.009614193],"genre_scores_gemma":[0.727704,0.03838694,0.1159083,0.1067625,0.00537081,0.001656663,0.0003890925,0.0002760855,0.003545487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07320497,"threshold_uncertainty_score":0.3871495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598050409076722,"score_gpt":0.3438403459841143,"score_spread":0.317859841893347,"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."}}