{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000783783,0.0002438442,0.0003420573,0.0005931033,0.0002427741,0.000266789,0.0003620557,0.000246515,0.001382111],"category_scores_gemma":[0.001125441,0.0002361896,0.0003950757,0.00105688,0.0001115804,0.0002172851,0.0002922425,0.0004710502,0.0003054086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808137,"about_ca_system_score_gemma":0.0003672701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264126,"about_ca_topic_score_gemma":0.0142197,"domain_scores_codex":[0.9995115,0.0001204276,0.00008577071,0.0001161869,0.0001243264,0.0000418092],"domain_scores_gemma":[0.9988613,0.00009468578,0.0006727203,0.00009312825,0.0001994653,0.0000786911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002138407,0.00004787571,0.9958127,0.00007514916,0.0001524751,0.00002505927,0.00002234295,0.00008750231,0.0002004236,0.000027147,0.00176891,0.001566594],"study_design_scores_gemma":[0.00001789359,0.00005394751,0.9988492,0.00001333027,0.00004520855,0.00009314781,0.00001845156,0.000114929,0.00005484652,0.00001318651,0.0007233889,0.000002479345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500751,0.002160421,0.0007326395,0.0002637082,0.00005266865,0.0001517136,0.04310234,0.00005306974,0.003408281],"genre_scores_gemma":[0.9711676,0.0007040873,0.0009397267,0.0002536973,0.00004630497,0.0002055075,0.02544065,0.00001087,0.001231457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264126,"threshold_uncertainty_score":0.02513534,"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."}}