{"id":"W2057154197","doi":"10.1089/dia.2009.0042","title":"Use of Continuous Glucose Monitoring System in the Management of Severe Hypoglycemia","year":2009,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Continuous glucose monitoring; Hypoglycemia; Diabetes mellitus; Blood Glucose Self-Monitoring; Intensive care medicine; Diabetes management; Emergency medicine; Type 1 diabetes; Endocrinology; Type 2 diabetes","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":[0.001260667,0.0003569499,0.0004797811,0.0003195982,0.0001465529,0.0004424645,0.000337124,0.000378287,0.000774761],"category_scores_gemma":[0.002315872,0.00007625364,0.0002779027,0.0005466223,0.000150978,0.0002515911,0.0002912615,0.0006308309,0.0001660777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830836,"about_ca_system_score_gemma":0.0002658985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006020144,"about_ca_topic_score_gemma":0.0004199258,"domain_scores_codex":[0.9990519,0.0004812013,0.00007430214,0.00008705918,0.0002578539,0.00004772993],"domain_scores_gemma":[0.9988614,0.0004226314,0.0003679916,0.00005642688,0.0001801553,0.0001113679],"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":[0.009675957,0.001452693,0.3628345,0.0007907611,0.0003534813,0.0004838472,0.0001897058,0.001027395,0.00835727,0.0001790533,0.002858096,0.6117973],"study_design_scores_gemma":[0.00128955,0.02334251,0.9382195,0.0005152604,0.0007578194,0.003465352,0.0002008328,0.007822933,0.01217541,0.0004187787,0.01173042,0.00006153539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571335,0.03017581,0.005930181,0.0007681146,0.0002339173,0.0002571292,0.0002997359,0.0001403143,0.005061369],"genre_scores_gemma":[0.992529,0.003512594,0.00295907,0.0002610261,0.0001154912,0.0001148233,0.0001970779,0.000006072674,0.0003049191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001260667,"threshold_uncertainty_score":0.006667137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440452555947712,"score_gpt":0.2889345350194046,"score_spread":0.2545300094599275,"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."}}