{"id":"W1811184783","doi":"10.2337/dc15-0090","title":"Evidence-Informed Clinical Practice Recommendations for Treatment of Type 1 Diabetes Complicated by Problematic Hypoglycemia","year":2015,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; Diabetes UK; Sanofi","keywords":"Hypoglycemia; Medicine; Glycemic; Intensive care medicine; Type 1 diabetes; Diabetes mellitus; Psychological intervention; Pediatrics; Endocrinology; Nursing","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":[0.03786035,0.002749516,0.003938513,0.009132478,0.002693208,0.00652063,0.01054154,0.01914487,0.02267746],"category_scores_gemma":[0.1625314,0.001527625,0.008395263,0.006379613,0.002190168,0.006351573,0.006674582,0.01504734,0.012212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006480592,"about_ca_system_score_gemma":0.03478412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009202998,"about_ca_topic_score_gemma":0.01599999,"domain_scores_codex":[0.9511426,0.02698221,0.01096933,0.001605286,0.007944902,0.001355673],"domain_scores_gemma":[0.8279303,0.07986188,0.01661796,0.003890456,0.06279703,0.008902271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002476614,0.0007196708,0.001072607,0.03943334,0.0005490051,0.0007635117,0.0008370738,0.001791484,0.0003348115,0.009983497,0.4655062,0.4787612],"study_design_scores_gemma":[0.001656356,0.0003014581,0.003398048,0.2808485,0.001489969,0.0009113324,0.001356335,0.002260923,0.0004677171,0.03739691,0.6696334,0.0002789394],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001888794,0.1878176,0.06793788,0.6167416,0.03025776,0.01450048,0.004127021,0.001757621,0.07497128],"genre_scores_gemma":[0.0175053,0.1980142,0.5807641,0.1472588,0.008747191,0.02699032,0.0063974,0.0003457961,0.0139768],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03786035,"threshold_uncertainty_score":0.2002271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.32068200404509,"score_gpt":0.5139046778801852,"score_spread":0.1932226738350953,"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."}}