{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009829345,0.0001661291,0.0003186301,0.0002362274,0.00008610039,0.00001735797,0.0003581701,0.00003666263,0.0004173571],"category_scores_gemma":[0.00007641219,0.00009343527,0.00008396871,0.000914396,0.0001660621,0.0000514457,0.000203688,0.0004279887,0.000002268043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536328,"about_ca_system_score_gemma":0.0001862309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005685227,"about_ca_topic_score_gemma":0.00008775567,"domain_scores_codex":[0.9980615,0.0002318476,0.0003045037,0.0002776227,0.0005602837,0.0005642266],"domain_scores_gemma":[0.9990622,0.0002253184,0.0001082566,0.0004752237,0.00005532151,0.00007364775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003785938,0.0002356084,0.973915,0.0001177956,0.0001468171,0.00001047148,0.00161922,0.000435319,0.004414354,0.00001378206,0.0003047865,0.01500084],"study_design_scores_gemma":[0.05379904,0.007285563,0.8889141,0.0003112277,0.0001167963,8.094467e-7,0.007586011,0.007093728,0.0009160375,0.0008440444,0.03248332,0.0006493078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934089,0.001794021,0.000001053172,0.002764445,0.00009445733,0.001792906,0.00001531557,0.00002449577,0.000104378],"genre_scores_gemma":[0.9931138,0.0001198782,0.000006224303,0.005788127,0.00003440228,0.0005677527,0.00001571715,0.0000320579,0.0003220822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08500096,"threshold_uncertainty_score":0.4569767,"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."}}