{"id":"W4309364552","doi":"10.1001/jamaophthalmol.2022.4845","title":"Ocular Biomarkers for Alzheimer Disease Dementia","year":2022,"lang":"en","type":"review","venue":"JAMA Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Medical Research Council; Fondazione Roma; National Institute on Aging; Allergan; Ministero della Salute; National Institute for Health and Care Research","keywords":"Medicine; Systematic review; MEDLINE; Checklist; Dementia; Meta-analysis; PsycINFO; Guideline; Disease; Ophthalmology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01283002,0.001271175,0.004016616,0.007777037,0.0005829161,0.003813001,0.001401292,0.002660849,0.007087943],"category_scores_gemma":[0.06660178,0.0006865999,0.005453,0.005468748,0.001437315,0.003703414,0.001475941,0.002786552,0.000853349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998735,"about_ca_system_score_gemma":0.008445184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006188607,"about_ca_topic_score_gemma":0.01061576,"domain_scores_codex":[0.9824607,0.007526007,0.00497962,0.001266742,0.003495265,0.0002716142],"domain_scores_gemma":[0.9335182,0.03964799,0.01719657,0.0009706102,0.008162216,0.0005043544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004972142,0.00004255517,0.005594325,0.6489033,0.008862107,0.0002236256,0.0003825001,0.0002307383,0.0003985975,0.003187881,0.02138801,0.3102892],"study_design_scores_gemma":[0.0004287611,0.0003465053,0.01550605,0.8119249,0.0261185,0.001552394,0.0005169181,0.0003458549,0.000416458,0.006643075,0.1360833,0.0001171813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002874617,0.9964833,0.000165825,0.001920838,0.0004974288,0.00006705689,0.0001358829,0.000005924144,0.0004362743],"genre_scores_gemma":[0.02282392,0.9687705,0.00209651,0.003385597,0.001928765,0.0003122478,0.0002630825,0.000006716266,0.0004126513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01283002,"threshold_uncertainty_score":0.06785244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08411658402118456,"score_gpt":0.3747836966532331,"score_spread":0.2906671126320485,"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."}}