{"id":"W4226278318","doi":"10.1002/alz.049108","title":"Retinal vessel density correlates with cognitive function in older adults","year":2021,"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":"Retinal; Montreal Cognitive Assessment; Cognition; Medicine; Cognitive decline; Dementia; Internal medicine; Cardiology; Mini–Mental State Examination; Ophthalmology; Psychology; 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":[0.0002786134,0.0002543516,0.0002400734,0.0007547234,0.0002187614,0.0003889352,0.0001907378,0.0003724827,0.002070092],"category_scores_gemma":[0.001670207,0.0001369607,0.0002233529,0.0005275666,0.0001499778,0.00020881,0.000241282,0.0002995352,0.0002229861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440311,"about_ca_system_score_gemma":0.00009656024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551206,"about_ca_topic_score_gemma":0.004000419,"domain_scores_codex":[0.9998829,0.00001911672,0.00001555342,0.00003181264,0.00002795417,0.00002264052],"domain_scores_gemma":[0.9990715,0.0001381813,0.000479772,0.00003596221,0.0001614246,0.0001132398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062197,0.0000369941,0.9965546,0.00001582798,0.00005255175,0.00006823212,0.00003101098,0.00004568454,0.0004296031,0.000009977768,0.0000942081,0.002555069],"study_design_scores_gemma":[0.000001609206,0.00004549627,0.9996443,0.000002487033,0.00001327198,0.0001217243,0.00001546077,0.00008020355,0.00002890717,0.00001077369,0.00003495237,8.351327e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984844,0.0005877208,0.00007901214,0.00003312569,0.000005169963,0.000006390844,0.000187252,0.000007786173,0.0006092275],"genre_scores_gemma":[0.9995323,0.00009904645,0.0000657139,0.00001306717,0.000009839659,0.00000408571,0.0001075408,5.823467e-7,0.0001678223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003551206,"threshold_uncertainty_score":0.007061064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106498340508728,"score_gpt":0.2503418060556635,"score_spread":0.2392768226505763,"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."}}