{"id":"W2515169402","doi":"10.1007/s11892-016-0771-1","title":"Management of Hypoglycemia in Children and Adolescents with Type 1 Diabetes Mellitus","year":2016,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Diabetes Management and Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; McGill University; Joslin Diabetes Center","keywords":"Hypoglycemia; Medicine; Glycemic; Type 1 diabetes; Insulin; Glucagon; Diabetes mellitus; Intensive care medicine; Continuous glucose monitoring; Insulin delivery; Pediatrics; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005797784,0.0006317676,0.002248973,0.0007386186,0.00003747071,0.00004012512,0.0002142319,0.0002054292,0.00005195171],"category_scores_gemma":[0.00004337523,0.0003892364,0.0002651558,0.0007790893,0.0002644696,0.0001044574,0.0004195702,0.0004735523,0.00002894263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326373,"about_ca_system_score_gemma":0.0001342167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.592741e-7,"about_ca_topic_score_gemma":2.4294e-7,"domain_scores_codex":[0.9961944,0.0001007517,0.001133213,0.0009541373,0.0007587229,0.0008587579],"domain_scores_gemma":[0.9979153,0.0000442698,0.000701621,0.0009465592,0.0001255081,0.000266758],"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":[0.0000101426,0.0002482478,0.2148915,0.05301385,0.0005630768,0.00009927592,0.000003464915,5.021547e-8,3.783203e-7,0.000008159532,0.0002436355,0.7309182],"study_design_scores_gemma":[0.001423645,0.0004295253,0.07830486,0.3697456,0.00274263,0.00001501397,0.000003422792,0.000002723779,0.0000142408,0.00009125315,0.5464229,0.0008041363],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03789093,0.9583714,6.240751e-7,0.000008866289,0.0003751802,0.002737602,0.00001595451,0.00004746102,0.0005519553],"genre_scores_gemma":[0.01056499,0.9883296,0.00004884956,0.000006121866,0.0001245001,0.0001548144,0.0002578263,0.0001009507,0.0004123225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.730114,"threshold_uncertainty_score":0.9998559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311138357413391,"score_gpt":0.3212782075411508,"score_spread":0.2981668239670169,"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."}}