{"id":"W4408995455","doi":"10.3390/ijerph22040519","title":"Impact of the COVID-19 Pandemic and Control Measures on Screening and Diagnoses of Type 2 Diabetes in British Columbia","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; Fraser Health; BC Cancer Agency; Provincial Health Services Authority; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Medical diagnosis; Diabetes mellitus; Pandemic; Coronavirus disease 2019 (COVID-19); Cohort; Type 2 diabetes; Cohort study; Demography; Population; Pediatrics; Gerontology; Internal medicine; Disease; Environmental health; Pathology","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":[0.001948705,0.0003130232,0.0003346338,0.00088688,0.0009049558,0.001286776,0.001029578,0.0004012713,0.001885706],"category_scores_gemma":[0.008892675,0.000233059,0.0004181857,0.001594437,0.0005632698,0.0003156785,0.00102815,0.001126637,0.0001527133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02122843,"about_ca_system_score_gemma":0.02940513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811994,"about_ca_topic_score_gemma":0.9761463,"domain_scores_codex":[0.9977913,0.0004643491,0.0001477285,0.0002332479,0.0006420885,0.0007212839],"domain_scores_gemma":[0.9943787,0.0008354316,0.001326278,0.0002711278,0.001987322,0.001200986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294352,0.00009100341,0.9718097,0.000111561,0.0001517749,0.000114684,0.000323483,0.001967187,0.0002146538,0.0003961305,0.007443388,0.01714705],"study_design_scores_gemma":[0.00001430159,0.00004237305,0.994693,0.0001082071,0.00003020866,0.00004137115,0.0004476901,0.001526909,0.00009748845,0.00005942301,0.002925819,0.00001319254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624246,0.001783154,0.0005991965,0.004640153,0.0001355292,0.0001063196,0.02224261,0.00008448159,0.007984004],"genre_scores_gemma":[0.988485,0.0008442707,0.0006197563,0.00103086,0.00004469268,0.00006267727,0.007414658,0.00001739889,0.001480613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122843,"threshold_uncertainty_score":0.1540238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06401518018974463,"score_gpt":0.3824105421895421,"score_spread":0.3183953619997975,"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."}}