{"id":"W4411286592","doi":"10.1093/fampra/cmaf027","title":"Primary care insights on the management of diabetes: results from a mixed method study of care changes and impacts during the COVID-19 pandemic","year":2025,"lang":"en","type":"article","venue":"Family Practice","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta; Université de Montréal; Memorial University of Newfoundland; Queen's University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Primary care; 2019-20 coronavirus outbreak; Diabetes mellitus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Diabetes management; MEDLINE; Family medicine; Virology; Type 2 diabetes; Internal medicine; Disease; Infectious disease (medical specialty); Outbreak","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":[0.0009561032,0.0002105502,0.0004589591,0.0001695658,0.0002413496,0.00002424227,0.0002027123,0.00009866227,0.000002210549],"category_scores_gemma":[0.002331788,0.0001207205,0.00005345663,0.0004511005,0.00006571511,0.00009882898,0.000229156,0.0004085909,0.000001211663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795433,"about_ca_system_score_gemma":0.0004557208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853246,"about_ca_topic_score_gemma":0.001164363,"domain_scores_codex":[0.9975418,0.0008591978,0.0004307069,0.0004026199,0.0005088722,0.0002567408],"domain_scores_gemma":[0.9915918,0.006705882,0.0004085366,0.0008693945,0.0002653612,0.0001590182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.02822925,0.002375043,0.1430747,0.03362694,0.006125077,0.0004341328,0.6839194,0.0001716629,0.02043499,0.0007824474,0.003125713,0.07770059],"study_design_scores_gemma":[0.005970886,0.001204709,0.7169311,0.001104286,0.001135975,0.000002430133,0.2565923,0.00001111659,0.0006535422,0.00003402093,0.01623752,0.0001221167],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778108,0.006959216,0.00001792293,0.00972604,0.000184477,0.002069697,0.000115869,0.00004255025,0.003073411],"genre_scores_gemma":[0.9831299,0.001490794,0.0002936123,0.01481858,0.0000581053,0.00006663812,0.00003276977,0.00001709063,0.00009255329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5738564,"threshold_uncertainty_score":0.5824981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0959144915025656,"score_gpt":0.4145625417785642,"score_spread":0.3186480502759986,"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."}}