{"id":"W7117482956","doi":"10.1016/j.jcjd.2025.12.010","title":"Evaluating Virtual Care for Adults with Type 2 Diabetes During the COVID-19 Pandemic: Results From a Pre–Post Retrospective Cohort Pilot Study in a Canadian Family Health Team","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Retrospective cohort study; Type 2 diabetes; Cohort; Diabetes mellitus; Cohort study; Health care","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":[0.003899245,0.0006062814,0.0004434139,0.001225007,0.003263762,0.001421592,0.001202735,0.0005669675,0.001422706],"category_scores_gemma":[0.007361253,0.0006113022,0.001064421,0.002113932,0.001071639,0.0008408914,0.001516471,0.0009665558,0.0002649293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01295213,"about_ca_system_score_gemma":0.02047071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8747906,"about_ca_topic_score_gemma":0.9081591,"domain_scores_codex":[0.9972593,0.0004822473,0.0001763955,0.0003724689,0.0008356472,0.0008739186],"domain_scores_gemma":[0.993782,0.0005512027,0.001713155,0.0004320861,0.00219031,0.001331241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507177,0.0002166525,0.9948862,0.000025493,0.00003471697,0.00009118632,0.002216822,0.00002223508,0.0001088274,0.00001666206,0.0002383748,0.001992034],"study_design_scores_gemma":[0.00002283037,0.0004667309,0.9944605,0.00002098828,0.00002249907,0.00005442571,0.004426604,0.00008224843,0.00004603952,0.00000617281,0.0003783752,0.0000125877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998209,0.00008441872,0.00006847418,0.00006564712,0.000008011991,0.0002788296,0.0008453231,0.000002937737,0.0004373984],"genre_scores_gemma":[0.9976914,0.0002006036,0.000332062,0.0001827806,0.00001452919,0.0002437555,0.0009369979,0.000004404695,0.0003935368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252094,"threshold_uncertainty_score":0.2518935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320698072099041,"score_gpt":0.3638482000643134,"score_spread":0.320641219343323,"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."}}