{"id":"W4416959727","doi":"10.1136/bmjopen-2025-105517","title":"Influence of the COVID-19 pandemic on drug and healthcare utilisation among First Nations with diabetes in Alberta, Canada: a retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health; University of Alberta","funders":"Diabetes Canada","keywords":"Pandemic; Retrospective cohort study; Health care; Public health; Epidemiology; Diabetes mellitus; Cohort study; Drug; MEDLINE","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":[0.001539704,0.0005456362,0.0004068296,0.001507806,0.002157822,0.001576395,0.00125556,0.0005171815,0.001371503],"category_scores_gemma":[0.002471526,0.0005356868,0.0007674068,0.003757491,0.0007391199,0.0003504528,0.0009024165,0.0008197348,0.0002295982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01431505,"about_ca_system_score_gemma":0.01805172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9745349,"about_ca_topic_score_gemma":0.9785296,"domain_scores_codex":[0.9987692,0.0001224051,0.00007462499,0.0002205216,0.0004374288,0.0003757159],"domain_scores_gemma":[0.99757,0.0001516833,0.0006790069,0.0002139741,0.00087086,0.000514512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000929854,0.00002974742,0.9977344,0.00001827826,0.00006202598,0.00007431436,0.0002352238,0.00005672565,0.00005685314,0.00003679915,0.0004700135,0.001132605],"study_design_scores_gemma":[0.00001104922,0.00004271612,0.998382,0.00003230827,0.00004247296,0.00007823753,0.0006262194,0.0001554766,0.00002950842,0.0000127617,0.0005799069,0.000007399554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991643,0.0007839996,0.000211167,0.0001769147,0.00002329672,0.000118406,0.005581175,0.00001412317,0.001448044],"genre_scores_gemma":[0.9932393,0.000687709,0.0005036259,0.0001952413,0.00002018681,0.00007529534,0.004177177,0.000007343138,0.001094196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02546513,"threshold_uncertainty_score":0.1038635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415941599404912,"score_gpt":0.3589912932323783,"score_spread":0.3348318772383292,"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."}}