{"id":"W1972727558","doi":"10.1076/opep.9.3.169.1517","title":"Digital photographic screening for diabetic retinopathy in the James Bay Cree","year":2002,"lang":"en","type":"article","venue":"Ophthalmic Epidemiology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia","funders":"","keywords":"Medicine; Diabetic retinopathy; Retinopathy; Ophthalmology; Fundus (uterus); Optometry; Fundus photography; Retinal; Maculopathy; Macular edema; Concordance; Ophthalmoscopy; Diabetes mellitus; Fluorescein angiography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009065722,0.0001837173,0.0001620449,0.002075413,0.0004455079,0.000503922,0.0003489459,0.0003002821,0.001754765],"category_scores_gemma":[0.003991114,0.0003276277,0.0001066076,0.0008802653,0.0003751137,0.0003820722,0.0007219686,0.0002944932,0.0002997189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006558442,"about_ca_system_score_gemma":0.0005770199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06049217,"about_ca_topic_score_gemma":0.08211876,"domain_scores_codex":[0.9990446,0.0002270834,0.0000447731,0.000160229,0.0004256563,0.00009766193],"domain_scores_gemma":[0.998396,0.0002822799,0.0006057722,0.0001030672,0.0004220503,0.000190802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001162496,0.0001408496,0.9822334,0.00004375734,0.00002525154,0.0003392297,0.0006481627,0.0000397186,0.001651913,0.00003678628,0.0003913608,0.01433339],"study_design_scores_gemma":[0.0000110941,0.0001028195,0.9985385,0.00001277609,0.000009473985,0.0003984849,0.0002380482,0.0001038093,0.0001482676,0.000009030436,0.0004229842,0.000004818796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981182,0.000236967,0.0001978937,0.00006641104,0.000003031606,0.00005417169,0.0001174493,0.00000868189,0.001197301],"genre_scores_gemma":[0.9983164,0.000176009,0.0004382746,0.00006149369,0.000005157034,0.00001660981,0.000133524,0.000002971479,0.000849619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9395078,"threshold_uncertainty_score":0.1202801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09986571562107281,"score_gpt":0.3419364631105722,"score_spread":0.2420707474894994,"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."}}