{"id":"W2841885917","doi":"10.1155/2018/3718958","title":"Nonsevere Hypoglycemia Episode Clinical and Economic Outcomes: A Comparison between Sulfonylurea and Sodium-Glucose Cotransporter 2 Inhibitor as Add-On to Metformin from a Canadian Perspective","year":2018,"lang":"en","type":"review","venue":"International Journal of Endocrinology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"AstraZeneca Canada; AstraZeneca","keywords":"Medicine; Sulfonylurea; Metformin; Hypoglycemia; Perspective (graphical); Internal medicine; Endocrinology; Insulin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001946522,0.001323454,0.002403183,0.001617873,0.0009865006,0.001962612,0.001335692,0.001047391,0.004051545],"category_scores_gemma":[0.006239009,0.0005017022,0.006525274,0.002626152,0.0005869388,0.0007706764,0.001127292,0.002136944,0.0001031241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03576486,"about_ca_system_score_gemma":0.03583908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9090934,"about_ca_topic_score_gemma":0.9338416,"domain_scores_codex":[0.9975125,0.0006300763,0.0002057636,0.0002655505,0.000847807,0.0005383082],"domain_scores_gemma":[0.9978657,0.0003719453,0.0004368835,0.0000397167,0.0005738304,0.0007118904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2511972,0.00413239,0.3179554,0.02665303,0.08675874,0.001028026,0.001108532,0.03178402,0.001923637,0.00959786,0.02306085,0.2448003],"study_design_scores_gemma":[0.04377982,0.01915054,0.8071559,0.006875165,0.06992862,0.0007115015,0.002456726,0.03178672,0.0008390475,0.002844348,0.01386319,0.0006084658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8713019,0.09782478,0.0006763696,0.003305455,0.000550065,0.0009367108,0.01418267,0.00003306237,0.01118898],"genre_scores_gemma":[0.9797438,0.01389598,0.001082238,0.0005090306,0.00008690965,0.0001153346,0.003788165,0.000009876026,0.0007685759],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09090662,"threshold_uncertainty_score":0.2594934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07855900889601095,"score_gpt":0.4411179501822888,"score_spread":0.3625589412862779,"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."}}