{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008166793,0.0003426552,0.0003067869,0.0007208881,0.0002600967,0.0004258673,0.0002287648,0.0004340856,0.0009789048],"category_scores_gemma":[0.002133214,0.0002387795,0.0002489544,0.0007020198,0.000221507,0.0002269031,0.0002980568,0.0004939166,0.0001063347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206876,"about_ca_system_score_gemma":0.000156686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392303,"about_ca_topic_score_gemma":0.003054978,"domain_scores_codex":[0.9997447,0.00008681956,0.0000294488,0.00005287289,0.00005090986,0.00003526605],"domain_scores_gemma":[0.9984537,0.0003160621,0.0007709689,0.00008781223,0.0001085678,0.0002628777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001373158,0.00002977941,0.9990036,0.00000458459,0.00003691212,0.00004031576,0.00001541295,0.00001824067,0.0001323697,0.000002725694,0.000009293101,0.0005695598],"study_design_scores_gemma":[0.000003081776,0.000063841,0.9996986,0.000001579445,0.00001269658,0.0001113832,0.00001567786,0.00005637904,0.00001789901,0.000005274342,0.0000126233,7.921633e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994628,0.0003007238,0.00005169605,0.00001315707,0.000002722179,0.000003031714,0.00004572575,0.000001945413,0.0001181763],"genre_scores_gemma":[0.9996513,0.00008814591,0.00009692481,0.00001451977,0.000006881862,0.000003709881,0.00007810107,7.644508e-7,0.0000595594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002392303,"threshold_uncertainty_score":0.004756749,"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."}}