{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000591966,0.000202219,0.0005480454,0.0001229981,0.00008286566,0.0000118549,0.0001681323,0.0001274609,0.0001819474],"category_scores_gemma":[0.002009679,0.0001274798,0.0003085573,0.0002125722,0.0001715959,0.00006203465,0.00003003885,0.0001925424,0.00004990115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002194132,"about_ca_system_score_gemma":0.000009645272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003295246,"about_ca_topic_score_gemma":0.000001638485,"domain_scores_codex":[0.9982939,0.0002362923,0.0004603636,0.000389518,0.0001009023,0.0005190196],"domain_scores_gemma":[0.9971128,0.002193861,0.000131703,0.0003991173,0.00003494059,0.0001276278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612718,0.0002728823,0.9871925,0.00005355777,0.00006413817,0.0001693027,0.00009267352,0.000005524698,0.00002539027,0.0002931211,0.001491391,0.01017832],"study_design_scores_gemma":[0.002393129,0.001360506,0.984372,0.0001807884,0.0001596307,0.0007345778,0.0002828508,0.002937246,0.00001232099,0.003649265,0.003720046,0.0001976846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802432,0.00394923,0.0002067897,0.003961296,0.00009169767,0.0008585728,0.0000503307,0.00002942342,0.01060947],"genre_scores_gemma":[0.9961882,0.0002147706,0.000889876,0.001608825,0.0001178407,0.0002460566,0.00009299706,0.00002365402,0.000617802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594499,"threshold_uncertainty_score":0.5198476,"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."}}