{"id":"W2800891278","doi":"10.1093/intqhc/mzy101","title":"Development of a Provincial initiative to improve glucose control in critically ill patients","year":2018,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; BC Innovation Council; Thompson Rivers University; University of British Columbia","funders":"","keywords":"Critically ill; Medicine; Psychological intervention; Observational study; Intensive care unit; Intensive care; Emergency medicine; Continuous glucose monitoring; Insulin; Intensive care medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0103534,0.0004180299,0.0002692298,0.0007230903,0.003915151,0.001755574,0.002229765,0.0009458582,0.002141443],"category_scores_gemma":[0.01660129,0.0003336377,0.000492939,0.0009461936,0.001447459,0.0007942898,0.005073782,0.001519903,0.000221545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02175086,"about_ca_system_score_gemma":0.1894024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3087348,"about_ca_topic_score_gemma":0.5111033,"domain_scores_codex":[0.9919254,0.003920649,0.0002472213,0.0003866333,0.001921124,0.001598945],"domain_scores_gemma":[0.9719465,0.002710697,0.001961341,0.001101591,0.006401542,0.01587831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001777014,0.01230883,0.296818,0.001886407,0.000161585,0.002292133,0.02173925,0.0051383,0.01540751,0.004845128,0.02601531,0.6116105],"study_design_scores_gemma":[0.003167838,0.01585692,0.7833472,0.001100309,0.0002088217,0.0009214988,0.0322414,0.01042556,0.009545602,0.002247415,0.1407879,0.000149398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140106,0.001425588,0.01063551,0.03581278,0.0004804603,0.009311692,0.000620802,0.0004638144,0.02723871],"genre_scores_gemma":[0.9133013,0.0009456337,0.06875952,0.004349843,0.0001261905,0.002416276,0.0006821271,0.00006863369,0.009350438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087348,"threshold_uncertainty_score":0.6138756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354417143060603,"score_gpt":0.4088040077404832,"score_spread":0.3752598363098771,"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."}}