{"id":"W3161591644","doi":"10.1089/tmj.2021.0019","title":"Magnitude and Determinants of Diabetic Retinopathy Among Indian Diabetic Patients Undergoing Telescreening in India","year":2021,"lang":"en","type":"article","venue":"Telemedicine Journal and e-Health","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetic retinopathy; Diabetes mellitus; Odds ratio; Fundus (uterus); Cataract surgery; Ophthalmology; Confidence interval; Logistic regression; Retinopathy; Optometry; Demography; Internal medicine; Endocrinology","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":[0.0002744199,0.0001557137,0.000154679,0.001012885,0.0003742932,0.0006441628,0.0003851382,0.0002312862,0.001139648],"category_scores_gemma":[0.001451313,0.000191445,0.0003017563,0.001419007,0.000313751,0.0002971378,0.0004878318,0.0005017141,0.0001543613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839757,"about_ca_system_score_gemma":0.0005075804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02140053,"about_ca_topic_score_gemma":0.02022262,"domain_scores_codex":[0.999634,0.00006513084,0.000050466,0.0000756601,0.00009413878,0.00008064197],"domain_scores_gemma":[0.998282,0.0001765326,0.001025129,0.00008527786,0.0001939227,0.0002371551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001545849,0.00001647867,0.9986548,0.000009134716,0.000009583962,0.00006596594,0.00007624002,0.00001936231,0.00008756304,0.00001168928,0.00009047312,0.0009431688],"study_design_scores_gemma":[0.000001020053,0.000021476,0.9991599,0.000006969391,0.000009009811,0.0002450643,0.0003578872,0.00006649837,0.00002339059,0.000009905237,0.00009634445,0.000002362949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998793,0.0001776318,0.0000391353,0.0001187001,0.000004428277,0.000006420349,0.0002274637,0.00000772373,0.0006253914],"genre_scores_gemma":[0.9996388,0.0001180322,0.00004286749,0.00002914985,0.000005662781,0.000002609896,0.000113437,9.446397e-7,0.00004837967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140053,"threshold_uncertainty_score":0.04255193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383727367401953,"score_gpt":0.2875963054893559,"score_spread":0.2737590318153364,"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."}}