{"id":"W4224986594","doi":"10.3389/fnagi.2022.872466","title":"Decreased Vessel Density in Retinal Capillary Plexus and Thinner Ganglion Cell Complex Associated With Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Science and Technology Project of Zhejiang Province; Science and Technology Program of Zhejiang Province; National Key Research and Development Program of China; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Ganglion; Retinal; Retinal ganglion cell; Plexus; Neuroscience; Retina; Cognitive impairment; Medicine; Cognition; Ophthalmology; Anatomy; Psychology","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":[0.0006181958,0.0001358714,0.0002613681,0.0002662029,0.0001965675,0.00002338757,0.00008908298,0.00002008508,0.000008969135],"category_scores_gemma":[0.0001935586,0.0001215565,0.00002956502,0.000722224,0.0002211223,0.00007710457,0.000129614,0.0003580481,2.578824e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583697,"about_ca_system_score_gemma":0.0001272342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312002,"about_ca_topic_score_gemma":0.00001154969,"domain_scores_codex":[0.9983696,0.0002253225,0.0001790437,0.000433432,0.0004537346,0.000338878],"domain_scores_gemma":[0.9995795,0.00006896222,0.00009511186,0.00009672019,0.00003786467,0.0001217891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004291323,0.0003028084,0.9845663,0.00003207675,0.000002996419,0.002252289,0.0006855082,0.00006489023,0.009888662,0.000002955338,0.001571913,0.0002004146],"study_design_scores_gemma":[0.001686349,0.0003860118,0.9861187,0.0001292197,0.00002682971,0.0002201432,0.001175756,0.008539796,0.001325273,0.00004967082,0.0001786085,0.0001636448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982608,0.0001715118,0.000395822,0.0003321246,0.0002406272,0.0003186011,0.000008295428,0.00003345094,0.0002387557],"genre_scores_gemma":[0.9976698,0.00003247301,0.0003441826,0.001733885,0.000009785349,0.00002123219,0.00001992865,0.00001295142,0.0001557516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00856339,"threshold_uncertainty_score":0.495693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510156083526375,"score_gpt":0.2350320306685088,"score_spread":0.219930469833245,"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."}}