{"id":"W2070584107","doi":"10.3129/i08-120","title":"Teleophthalmology screening for diabetic retinopathy through mobile imaging units within Canada","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Hospital; University of Saskatchewan; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Referral; Diabetic retinopathy; Cohort; Optometry; Context (archaeology); Eye examination; Fundus (uterus); Diabetes mellitus; Family medicine; Ophthalmology; Visual acuity; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003703257,0.0003154363,0.0003766088,0.001310071,0.00336371,0.001812655,0.00123819,0.0005844908,0.007568604],"category_scores_gemma":[0.002936346,0.0004443138,0.0004903754,0.002966644,0.0005268285,0.0007280136,0.00121742,0.001011137,0.0004694537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02943514,"about_ca_system_score_gemma":0.06142544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919729,"about_ca_topic_score_gemma":0.996447,"domain_scores_codex":[0.9983281,0.0001616356,0.00009378458,0.0002048915,0.0004805124,0.0007309822],"domain_scores_gemma":[0.9939791,0.0004260365,0.0008151765,0.00007174192,0.002194494,0.002513409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000269692,0.0003271193,0.8953121,0.0002951889,0.0001067271,0.001802815,0.003115517,0.0005619474,0.001655321,0.001205429,0.01891579,0.07643238],"study_design_scores_gemma":[0.00006241494,0.0001011399,0.9823765,0.0002693343,0.00009262376,0.0008296226,0.005129887,0.001426134,0.0003253641,0.0001206465,0.009224541,0.00004179907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439662,0.003392708,0.001108838,0.01043721,0.0001922245,0.0004640206,0.005413389,0.0001447127,0.03488075],"genre_scores_gemma":[0.9855385,0.001924106,0.001500471,0.002112071,0.00008253317,0.00007798317,0.0007380437,0.0000371264,0.007989133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02943514,"threshold_uncertainty_score":0.2135679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04279493862917959,"score_gpt":0.2860090966202474,"score_spread":0.2432141579910678,"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."}}