{"id":"W4328053483","doi":"10.1016/j.jcjd.2023.03.001","title":"Impact of the COVID-19 Pandemic on Antihyperglycemic Prescriptions for Adults With Type 2 Diabetes in Canada: A Cross-sectional Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Western University; LMC Diabetes & Endocrinology (Canada); Trillium Health Centre","funders":"Novo Nordisk Canada; Novo Nordisk","keywords":"Medicine; Medical prescription; Pandemic; Type 2 diabetes; Context (archaeology); Diabetes mellitus; Diabetes management; Coronavirus disease 2019 (COVID-19); Family medicine; Demography; Internal medicine; Disease; Pharmacology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001032087,0.0004153581,0.0004801242,0.001414104,0.002580702,0.001607161,0.001328629,0.0006684924,0.002346818],"category_scores_gemma":[0.003001111,0.0005268433,0.001043069,0.004658675,0.0006296482,0.000599571,0.001257169,0.001332465,0.0002717429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01623379,"about_ca_system_score_gemma":0.02409247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822175,"about_ca_topic_score_gemma":0.9863343,"domain_scores_codex":[0.9985307,0.0001014027,0.0001575173,0.0002593397,0.0005818284,0.0003691477],"domain_scores_gemma":[0.9963077,0.0001959868,0.001187213,0.000142483,0.001378066,0.00078857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003243221,0.00002964643,0.998577,0.00002123538,0.00005290303,0.00002247315,0.0001573727,0.00002458052,0.00002907427,0.00002065892,0.0003946144,0.0006380329],"study_design_scores_gemma":[0.000005833715,0.00002282531,0.9988073,0.00002939099,0.00003140989,0.00004361996,0.0005301064,0.0001156351,0.00002042003,0.000006395094,0.0003806276,0.000006435779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829739,0.0009629391,0.0000978951,0.0003697291,0.00001943803,0.0001104889,0.01334063,0.00001340322,0.002111585],"genre_scores_gemma":[0.9941238,0.0006370165,0.0002134133,0.0002886122,0.00001543079,0.00004670459,0.00415377,0.000006105113,0.0005153199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01778251,"threshold_uncertainty_score":0.1177849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672569575940526,"score_gpt":0.2969847458682371,"score_spread":0.2602590501088319,"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."}}