{"id":"W2761179810","doi":"10.1016/j.amjmed.2017.09.044","title":"Sulfonylureas as Initial Treatment for Type 2 Diabetes and the Risk of Severe Hypoglycemia","year":2017,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Diabetes UK; AstraZeneca; Boehringer Ingelheim","keywords":"Medicine; Metformin; Sulfonylurea; Hypoglycemia; Hazard ratio; Type 2 diabetes; Internal medicine; Diabetes mellitus; Proportional hazards model; Cohort; Incidence (geometry); Cohort study; Confidence interval; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006748394,0.0002362126,0.0004758706,0.0004942048,0.0003987008,0.0009991027,0.000196802,0.0009158446,0.001346826],"category_scores_gemma":[0.005806357,0.0001685367,0.0007011747,0.0006544128,0.0001576075,0.0004463434,0.0002428625,0.002011122,0.0001241144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005290076,"about_ca_system_score_gemma":0.0007260885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354108,"about_ca_topic_score_gemma":0.00520796,"domain_scores_codex":[0.9993234,0.0002602847,0.00006354872,0.00003252605,0.0002510468,0.00006936714],"domain_scores_gemma":[0.9972596,0.001088596,0.0008689972,0.0000731962,0.0001815172,0.0005279619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003683315,0.0006513291,0.8679843,0.000238012,0.0005482188,0.006597324,0.0001345763,0.0004743298,0.0009261341,0.0005854553,0.00444142,0.1137356],"study_design_scores_gemma":[0.0001670314,0.001443192,0.9722778,0.0005920531,0.0005722076,0.0152712,0.0005526007,0.002260039,0.0006907588,0.001605451,0.004527241,0.0000403729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8947339,0.07607407,0.0007239458,0.007671924,0.0007309234,0.00003308691,0.0002685767,0.00004830852,0.01971528],"genre_scores_gemma":[0.9886068,0.00888727,0.0004590978,0.0009442634,0.0004608397,0.000004291179,0.0001355023,0.000006642658,0.0004953883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002354108,"threshold_uncertainty_score":0.004680753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604167586413283,"score_gpt":0.3263215074762468,"score_spread":0.300279831612114,"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."}}