{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001560203,0.0002271847,0.0005818884,0.0001961598,0.0002822077,0.0000105014,0.0001911115,0.00009575511,0.0004393364],"category_scores_gemma":[0.0004179878,0.0002018997,0.0001457003,0.0002718401,0.0002492343,0.00009865998,0.00001308911,0.0002734493,0.000003364681],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270986,"about_ca_system_score_gemma":0.007556539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3070703,"about_ca_topic_score_gemma":0.0126773,"domain_scores_codex":[0.9983023,0.00008958553,0.0005661019,0.0002331779,0.0001866477,0.0006222065],"domain_scores_gemma":[0.9976847,0.0001616023,0.0003450803,0.0002309199,0.0006253703,0.0009523093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002839534,0.00004437071,0.7418752,0.00005503533,0.0001947007,0.2544379,0.0003118931,0.0001205442,0.00005179345,0.00007349791,0.002324689,0.000226422],"study_design_scores_gemma":[0.002152889,0.00160828,0.2268132,0.000134933,0.0002178193,0.7659423,0.0004912213,0.0000706054,0.0003153824,0.0002854995,0.001755515,0.0002123531],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912416,0.002709675,0.00005835268,0.0004673191,0.0008202649,0.0003859474,0.00008760187,0.000003874549,0.004225388],"genre_scores_gemma":[0.9964775,0.000006970887,0.002107996,0.0002283423,0.0002100674,0.00002486209,0.00003717493,0.00004238047,0.0008646518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.515062,"threshold_uncertainty_score":0.9980697,"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."}}