{"id":"W2148211128","doi":"10.1089/dia.2009.0033","title":"Magnitude and Determinants of Ocular Morbidities Among Persons with Diabetes in a Project in Ahmedabad, India","year":2009,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetes mellitus; Diabetic retinopathy; Odds ratio; Confidence interval; Glaucoma; Visual impairment; Cataracts; Eye examination; Retinopathy; Nephropathy; Optometry; Pediatrics; Visual acuity; Internal medicine; Ophthalmology; 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":[0.0003819884,0.0002474487,0.0001531953,0.001520232,0.0005349023,0.0006985455,0.0005450069,0.0002708944,0.0008361485],"category_scores_gemma":[0.001027724,0.0002391653,0.0004492934,0.001889831,0.0003504194,0.0002463089,0.0006110249,0.0003557936,0.0001149157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101094,"about_ca_system_score_gemma":0.001301676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08659851,"about_ca_topic_score_gemma":0.08290878,"domain_scores_codex":[0.9995081,0.000110722,0.00007306826,0.00007115245,0.0001036241,0.0001332369],"domain_scores_gemma":[0.9988093,0.0002054554,0.0005239988,0.00004967661,0.0001991496,0.0002123277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002362566,0.00002202784,0.9982193,0.00003427329,0.00002276957,0.0001268415,0.0002101451,0.00002740862,0.0000761249,0.00001688994,0.0001093687,0.001111121],"study_design_scores_gemma":[0.00000224589,0.00002919339,0.9990118,0.000009985843,0.00001638894,0.0002091746,0.0005639092,0.00005222153,0.00002517936,0.000006508964,0.00007089791,0.00000259816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986209,0.0001829695,0.00004439618,0.0001250137,0.000004269422,0.00001639305,0.0005574285,0.000005358278,0.0004432863],"genre_scores_gemma":[0.9994959,0.0001438985,0.00005281257,0.00002692344,0.000003988108,0.000008676148,0.0002048031,5.142917e-7,0.00006252644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08659851,"threshold_uncertainty_score":0.1721889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223181840400792,"score_gpt":0.2748771928968128,"score_spread":0.2626453744928049,"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."}}