{"id":"W4312087330","doi":"10.1002/alz.062597","title":"OPTICAL COHERENCE TOMOGRAPHY AND COGNITIVE IMPAIRMENT IN BUENOS AIRES, ARGENTINA","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Cognitive impairment; Optical coherence tomography; Nerve fiber layer; Diabetic retinopathy; Ophthalmology; Montreal Cognitive Assessment; Observational study; Cognition; Audiology; Disease; Internal medicine; Psychiatry; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002571702,0.0001272845,0.000227084,0.0002516958,0.0001539421,0.00003451818,0.00006746485,0.00001986472,0.0007249619],"category_scores_gemma":[0.0000140326,0.0001268035,0.000098307,0.0004301119,0.0001125149,0.00004907275,0.0001494752,0.0002248889,0.00001680791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006469682,"about_ca_system_score_gemma":0.00004230475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004188986,"about_ca_topic_score_gemma":0.00002741474,"domain_scores_codex":[0.9987813,0.00007161411,0.0002431509,0.0003230535,0.0003077871,0.0002730608],"domain_scores_gemma":[0.9995998,0.00004146784,0.00005825133,0.0001367983,0.00004153641,0.0001221641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003645769,0.001160537,0.8913341,0.00002142186,0.01244885,0.0005894699,0.0006801405,0.000007570076,0.002324371,0.0001825909,0.003242377,0.087644],"study_design_scores_gemma":[0.004902378,0.001498616,0.917506,0.0001560355,0.04887675,0.0002942469,0.002583086,0.001076163,0.009622387,0.0002907143,0.0125573,0.000636286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303365,0.06554415,0.00006034308,0.001331864,0.00007996835,0.0004041714,0.00001433376,0.00004641376,0.002182207],"genre_scores_gemma":[0.9985656,0.00006774724,0.0006018665,0.0005475854,0.00002650429,0.00009799745,0.00004962729,0.00001365352,0.00002941677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08700771,"threshold_uncertainty_score":0.7937824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756856074690215,"score_gpt":0.2774318867915895,"score_spread":0.2598633260446874,"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."}}