{"id":"W3168334487","doi":"10.1016/j.exger.2021.111433","title":"Retinal vessel density correlates with cognitive function in older adults","year":2021,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Eye Institute; Research to Prevent Blindness; National Institute on Aging; National Institutes of Health; Florida Department of Health","keywords":"Montreal Cognitive Assessment; Retinal; Cognition; Cognitive decline; Medicine; Internal medicine; Ophthalmology; Mini–Mental State Examination; Cardiology; Psychology; Cognitive impairment; Dementia; Psychiatry","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":[0.0003675489,0.0003975772,0.0002727711,0.0008764718,0.0003487607,0.0006465024,0.0002190271,0.0004904799,0.001445624],"category_scores_gemma":[0.002178552,0.0002323979,0.0002753237,0.0006795786,0.000280439,0.0004350204,0.000350778,0.0004592203,0.0001944162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804772,"about_ca_system_score_gemma":0.0001718932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00562707,"about_ca_topic_score_gemma":0.006140806,"domain_scores_codex":[0.9998591,0.00002775838,0.00001784815,0.0000370569,0.00002712149,0.00003098565],"domain_scores_gemma":[0.999176,0.0001443679,0.0003975343,0.00005692556,0.0001280204,0.00009712627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005573704,0.0001932742,0.9926594,0.00002251281,0.00009863386,0.0002394076,0.0002333071,0.00005283701,0.000987196,0.00005241293,0.0001262523,0.004777423],"study_design_scores_gemma":[0.000003844077,0.00007946771,0.9993585,0.000002881105,0.00002352177,0.0002003181,0.00008925044,0.00007877353,0.00007201252,0.00004252152,0.00004716422,0.000001832376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990087,0.0002977038,0.00006404828,0.00002854188,0.000004240826,0.000003604556,0.00007877126,0.000003392787,0.0005109755],"genre_scores_gemma":[0.9992774,0.0001595341,0.00007149206,0.00001890137,0.00001339792,0.000003865745,0.00008473593,0.000001058963,0.0003697083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00562707,"threshold_uncertainty_score":0.01118863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349463015467912,"score_gpt":0.2908573457823137,"score_spread":0.2773627156276346,"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."}}