{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004786617,0.0004367884,0.0003945393,0.00152186,0.0005451582,0.0005965497,0.0002900892,0.0002901401,0.002582545],"category_scores_gemma":[0.0009806915,0.0001725872,0.0002404747,0.001414114,0.0002880918,0.0001810947,0.0002903164,0.0004767614,0.0002720825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300237,"about_ca_system_score_gemma":0.0007995802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1650388,"about_ca_topic_score_gemma":0.1113386,"domain_scores_codex":[0.9996494,0.00008410492,0.00003710584,0.00008690273,0.00007032968,0.00007219524],"domain_scores_gemma":[0.9994559,0.00007272478,0.0001841685,0.00002629354,0.00016278,0.00009819507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000348411,0.0002256916,0.9840516,0.00009632049,0.00008840829,0.0009355503,0.0002437798,0.00008935349,0.00033738,0.0001813562,0.00203218,0.01136998],"study_design_scores_gemma":[0.00002253657,0.00005625919,0.9977209,0.00004062315,0.00002452254,0.0005381979,0.0001861259,0.0001057153,0.00003192969,0.00004235904,0.001227277,0.000003512382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860196,0.005652266,0.000140027,0.0006341421,0.00008436412,0.0000411935,0.002578663,0.00001442477,0.004835354],"genre_scores_gemma":[0.9944243,0.002078657,0.0002965407,0.0001238168,0.0001232266,0.00004197658,0.001409895,0.000005365045,0.001496133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1650388,"threshold_uncertainty_score":0.3281564,"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."}}