{"id":"W2970803937","doi":"10.1080/02713683.2019.1659977","title":"Association of Retinopathy and Insulin Resistance: NHANES 2005-2008","year":2019,"lang":"en","type":"article","venue":"Current Eye Research","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Eye Institute; Centers for Disease Control and Prevention; McGill University","keywords":"Insulin resistance; Medicine; Retinopathy; Diabetes mellitus; Diabetic retinopathy; Population; Internal medicine; National Health and Nutrition Examination Survey; Insulin; Endocrinology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000621241,0.0000752968,0.0001981932,0.0001340487,0.00004844625,0.00001482047,0.00005423257,0.00005702438,0.0002331513],"category_scores_gemma":[0.0003475325,0.0000604922,0.00005189899,0.0002180351,0.00005188933,0.00004469613,0.00005420785,0.0002261499,0.0001800507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147575,"about_ca_system_score_gemma":0.0001246772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001321787,"about_ca_topic_score_gemma":0.0000051004,"domain_scores_codex":[0.9983876,0.0001281503,0.0001767954,0.0002154603,0.0007903842,0.0003016202],"domain_scores_gemma":[0.9990988,0.0001396426,0.00006744546,0.0002128156,0.0003293349,0.0001519789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006603604,0.0004710293,0.9741369,0.0009412445,0.00006749436,0.00001419023,0.0001405251,1.348254e-7,0.001561111,0.0002219127,0.01114875,0.01063638],"study_design_scores_gemma":[0.002015043,0.0002876046,0.9480122,0.0006018465,0.00005146213,0.000001182125,0.0001082689,0.0000373671,0.00103567,0.0003398669,0.04743473,0.00007480606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746684,0.01970635,8.133356e-7,0.0007002605,0.000128053,0.000485296,0.00003074771,0.00001152183,0.004268515],"genre_scores_gemma":[0.9794788,0.006675505,0.00002986814,0.000004934027,0.0000765868,0.00001810014,0.00004476665,0.00001083736,0.01366054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03628598,"threshold_uncertainty_score":0.2552843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368477291247954,"score_gpt":0.4033967498518341,"score_spread":0.3597119769393546,"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."}}