{"id":"W2127888591","doi":"10.1503/cmaj.120862","title":"Unintended consequences of delisting routine eye exams on retinopathy screening for people with diabetes in Ontario, Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Institute for Clinical Evaluative Sciences; Hotel Dieu Hospital; Queen's University; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Diabetes mellitus; Diabetic retinopathy; Eye examination; Demography; Optometry; Population; Retinopathy; Eye care; Confidence interval; Gerontology; Pediatrics; Ophthalmology; Family medicine; Visual acuity; Environmental health; Internal medicine","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":[0.002088641,0.0002288254,0.0004509462,0.0008079769,0.002469089,0.001048181,0.001589954,0.0006662733,0.002249012],"category_scores_gemma":[0.01204629,0.0003452295,0.0008276196,0.002163162,0.000960848,0.0004892654,0.001162389,0.001212207,0.0001442865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04712734,"about_ca_system_score_gemma":0.05827445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935968,"about_ca_topic_score_gemma":0.9966508,"domain_scores_codex":[0.9951841,0.0006524233,0.0003466055,0.000413332,0.002052427,0.001351138],"domain_scores_gemma":[0.9847715,0.001538583,0.005721317,0.0004034037,0.004804407,0.002760655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026835,0.00004330989,0.9846713,0.0001119429,0.00009229755,0.0001369351,0.000702547,0.0002133718,0.00008339089,0.0002248649,0.004407885,0.009209314],"study_design_scores_gemma":[0.00001511207,0.00003122583,0.9973636,0.0001407116,0.0000565942,0.00004674308,0.0005153939,0.0003111247,0.00003863856,0.00005966671,0.001410739,0.00001042398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518108,0.006422336,0.0002783622,0.02054653,0.0001444694,0.000111474,0.008762255,0.00004664137,0.01187705],"genre_scores_gemma":[0.9945041,0.001322003,0.0002064661,0.001699175,0.00003496178,0.0000228957,0.0009860939,0.000006066362,0.001218281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04712734,"threshold_uncertainty_score":0.3419344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106390549440161,"score_gpt":0.2258703397161934,"score_spread":0.2152312847721773,"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."}}