{"id":"W4406209888","doi":"10.1002/alz.089275","title":"Retinal AD Biomarkers in Cognitively Unimpaired Older Adults","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinal; Medicine; Psychology; Neuroscience; Ophthalmology; Audiology","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":[0.0006340282,0.0004751366,0.0004124266,0.001569542,0.000365183,0.0007349674,0.0002381992,0.0004660204,0.001189089],"category_scores_gemma":[0.002697932,0.0001485161,0.000286348,0.0007833178,0.0001976664,0.0003808338,0.0004524627,0.0002690833,0.0003061695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204324,"about_ca_system_score_gemma":0.0001887224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417556,"about_ca_topic_score_gemma":0.005043117,"domain_scores_codex":[0.9996749,0.00005659356,0.00005829499,0.0000904943,0.00007800621,0.00004166041],"domain_scores_gemma":[0.9989171,0.0001489316,0.0005077589,0.00004970974,0.0002642792,0.0001123095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005023094,0.0001027205,0.9888297,0.00005295332,0.0000639235,0.000295861,0.0001879449,0.0000803053,0.001051916,0.00001716037,0.000167483,0.008647815],"study_design_scores_gemma":[0.0000105649,0.0003486978,0.9980538,0.00001726467,0.00004213232,0.0005164447,0.0001858818,0.0002145911,0.0003777234,0.00004410274,0.0001850745,0.00000367193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981214,0.0009586219,0.00005464696,0.00002283495,0.000005759198,0.00001288524,0.0001881574,0.000006004425,0.000629712],"genre_scores_gemma":[0.9993475,0.0001751524,0.000134266,0.00002392179,0.000009295564,0.000008040045,0.000110284,6.697825e-7,0.0001908495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004417556,"threshold_uncertainty_score":0.008783698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980643021196872,"score_gpt":0.2819889581706096,"score_spread":0.2521825279586409,"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."}}