{"id":"W2888986864","doi":"10.1016/j.jcjo.2018.06.008","title":"Urban diabetic retinopathy teleophthalmology screening: results and impact at the service corridor","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Diabetic retinopathy; Referral; Ophthalmology; Population; Macular edema; Diabetic macular edema; Optometry; Diabetes mellitus; Retinal; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006939638,0.0003235969,0.0002737107,0.0006942519,0.0009469742,0.001381449,0.0004474547,0.0005174295,0.002891032],"category_scores_gemma":[0.002549769,0.0001874184,0.0005206408,0.001724734,0.0004231099,0.0008694113,0.001016928,0.000548923,0.0003902451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138896,"about_ca_system_score_gemma":0.00289218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1658973,"about_ca_topic_score_gemma":0.2620394,"domain_scores_codex":[0.9987288,0.0003723553,0.0000356427,0.0001182456,0.0002402887,0.000504706],"domain_scores_gemma":[0.9979045,0.0002479641,0.0004612323,0.0000622178,0.0004921577,0.0008318892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007033226,0.000677194,0.9844794,0.00003192377,0.00004649955,0.0002761751,0.0006792297,0.0001598839,0.0002445507,0.00008714054,0.000893024,0.01172168],"study_design_scores_gemma":[0.00002187543,0.000444728,0.9954595,0.00002353288,0.00004690823,0.00008053421,0.003132298,0.0002255672,0.00009892633,0.00004515019,0.0004111178,0.000009959221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967954,0.0001202265,0.00003200942,0.0003862912,0.00001013655,0.00001225241,0.0004990026,0.000006037165,0.002138622],"genre_scores_gemma":[0.9986334,0.0001197773,0.00005387048,0.00006559635,0.00001137483,0.000006821315,0.0003826681,0.00000348139,0.0007229007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658973,"threshold_uncertainty_score":0.3298633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877776295811752,"score_gpt":0.3021538748610739,"score_spread":0.2733761119029564,"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."}}