{"id":"W3108802630","doi":"10.1016/j.jcjo.2020.10.018","title":"Identifying gaps in patient access to diabetic screening eye examinations in Ontario: a provincially representative cross-sectional study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Toronto General Hospital; University of Toronto; Dalhousie University; Health Sciences North; Toronto Western Hospital; Ottawa Hospital; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research; Diabetes Action Canada; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Cross-sectional study; Socioeconomic status; Diabetic retinopathy; Demography; Diabetes mellitus; Population; Optometry; Gerontology; Environmental health","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":[0.001553129,0.000389274,0.0006768965,0.001116795,0.003133723,0.001524859,0.001868014,0.0009031124,0.001654504],"category_scores_gemma":[0.005435918,0.0008363226,0.001061863,0.00544081,0.0009561213,0.0008963823,0.00142287,0.0009300413,0.0002344975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02040547,"about_ca_system_score_gemma":0.02633959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835154,"about_ca_topic_score_gemma":0.9903539,"domain_scores_codex":[0.9977891,0.0002578336,0.0002253881,0.0003481988,0.0006220429,0.0007573789],"domain_scores_gemma":[0.9952775,0.0004874599,0.001590097,0.0002968205,0.00156021,0.0007878783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004168239,0.0000376297,0.996748,0.00003360995,0.00004552681,0.00005849316,0.001590378,0.00003120897,0.00007955508,0.00004993032,0.0004772818,0.0008067727],"study_design_scores_gemma":[0.000006101564,0.00002048292,0.9974934,0.00002249948,0.00002377783,0.00003018416,0.00194926,0.0001099615,0.00001364094,0.00001515376,0.0003100647,0.000005366279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951112,0.0003048616,0.0001003649,0.0003530477,0.000008637231,0.00006293132,0.002851374,0.000006838361,0.001200775],"genre_scores_gemma":[0.9983324,0.0001751506,0.0001581571,0.0001240608,0.000003568458,0.00003695658,0.0008390629,0.000003625673,0.0003270566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02040547,"threshold_uncertainty_score":0.1480528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09438914701289222,"score_gpt":0.3873615338399897,"score_spread":0.2929723868270975,"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."}}