{"id":"W3209343098","doi":"10.1097/iae.0000000000003337","title":"ASSOCIATIONS BETWEEN DYSGLYCEMIA, RETINAL NEURODEGENERATION, AND MICROALBUMINURIA IN PREDIABETES AND TYPE 2 DIABETES","year":2021,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Prediabetes; Retinal; Type 2 diabetes; Microalbuminuria; Retinopathy; Diabetic retinopathy; Diabetes mellitus","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":[0.00008291913,0.0001088486,0.0002389761,0.00004493712,0.00005566003,0.00003663653,0.00001991085,0.00006925748,0.00003070953],"category_scores_gemma":[0.0003051816,0.000102223,0.00002882218,0.0001779289,0.00004375647,0.00004971063,0.0000386786,0.0001007083,0.000007124345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003554346,"about_ca_system_score_gemma":0.00006755841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001425488,"about_ca_topic_score_gemma":0.000009238097,"domain_scores_codex":[0.9991837,0.00006425619,0.000189171,0.0002623725,0.0001152393,0.0001852653],"domain_scores_gemma":[0.9994948,0.0001021351,0.00005284874,0.0001268086,0.0001018915,0.0001215076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001718989,0.00005790426,0.9921732,0.00004141976,0.00003624976,0.0000384081,0.0000740405,2.258772e-7,0.004863503,0.00004508411,0.0003385528,0.002314212],"study_design_scores_gemma":[0.0007923048,0.000185368,0.9914952,0.00008873155,0.0001626535,0.000006698192,0.00002361977,0.00003737436,0.006415344,0.0001983935,0.000508254,0.00008609329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950681,0.00259107,0.000001516036,0.001537031,0.00004286324,0.0001490593,0.00005698583,0.00001963489,0.0005337105],"genre_scores_gemma":[0.9978841,0.0003774239,0.0007351186,0.0001271739,0.0001149006,0.000007010638,0.0003426574,0.00001479747,0.0003968215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002815967,"threshold_uncertainty_score":0.4168533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344567892975927,"score_gpt":0.2619775991104532,"score_spread":0.2485319201806939,"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."}}