{"id":"W4310350904","doi":"10.1007/s13300-022-01346-5","title":"Sustained Improvement in Glycemic Control in Emerging Adults with Type 1 Diabetes 2 Years After the Start of the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"University of Toronto","keywords":"Medicine; Glycemic; Pandemic; Diabetes mellitus; Type 2 diabetes; Coronavirus disease 2019 (COVID-19); Type 1 diabetes; Diabetes management; Young adult; Public health; Referral; Internal medicine; Pediatrics; Emergency medicine; Disease; Endocrinology; Family medicine; Infectious disease (medical specialty)","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":[0.0004612685,0.0001565659,0.0003227837,0.0004128435,0.000547135,0.0006937343,0.0002501221,0.000402412,0.0004555586],"category_scores_gemma":[0.001882322,0.0001467648,0.0002691546,0.0005454653,0.0002203478,0.0004678576,0.0003785422,0.0006666629,0.00007958204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007566304,"about_ca_system_score_gemma":0.0005420325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04687385,"about_ca_topic_score_gemma":0.07724431,"domain_scores_codex":[0.9997057,0.00004878173,0.00003319286,0.00006095909,0.00005359445,0.00009764645],"domain_scores_gemma":[0.9988764,0.00009439454,0.0005058364,0.00004663378,0.0001932164,0.0002835099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007924527,0.00003594081,0.9980801,0.000005700003,0.0000109244,0.0001904339,0.0001987649,0.00001372269,0.00009950482,0.000003860001,0.00005128066,0.001230445],"study_design_scores_gemma":[0.000001693853,0.00008398811,0.9993784,0.000005187938,0.000004931437,0.0001189432,0.0003244796,0.00001918581,0.00001896744,0.000002309373,0.00004024981,0.000001561247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993653,0.0001679586,0.00001912681,0.00003757482,0.000004953709,0.000005002719,0.0001149965,0.000001186858,0.0002838863],"genre_scores_gemma":[0.9994815,0.0001216024,0.00002547215,0.0000413338,0.000008154811,0.000003069838,0.0002303416,5.795415e-7,0.00008805482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04687385,"threshold_uncertainty_score":0.09320199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255692296845718,"score_gpt":0.2664179784285323,"score_spread":0.2538610554600751,"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."}}