{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007410235,0.00021473,0.000486307,0.0006269541,0.00002705999,0.000009327631,0.0001009296,0.0002032254,0.00000312822],"category_scores_gemma":[0.00001536034,0.000164186,0.00004597866,0.0005304614,0.0004077967,0.00006826792,0.0000288771,0.0002190422,8.300809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004149134,"about_ca_system_score_gemma":0.00005824696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000201054,"about_ca_topic_score_gemma":0.00005982088,"domain_scores_codex":[0.998916,0.00002792601,0.0002428623,0.0002692345,0.0001394492,0.0004045588],"domain_scores_gemma":[0.9995209,0.00003833585,0.00009813319,0.0002639433,0.00003796816,0.00004069782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005237452,0.0004061066,0.9818144,0.0000818012,0.0001014286,0.0001040369,0.0002649254,3.707827e-7,0.001855746,0.00003249787,0.000001219865,0.01528503],"study_design_scores_gemma":[0.001822698,0.00170088,0.9796555,0.0004647775,0.0002354986,0.000004475271,0.0005817613,0.0002779855,0.01456893,0.0005068546,0.00002715553,0.0001535006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958493,0.00309863,2.199806e-7,0.0002633607,0.000009618755,0.0005891661,0.00001621808,0.00005769981,0.0001158109],"genre_scores_gemma":[0.9990298,0.0002619278,0.0003506067,0.0002325975,0.000005803701,0.0000692504,0.000009367433,0.00002014288,0.00002052843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513153,"threshold_uncertainty_score":0.6695309,"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."}}