{"id":"W2580238130","doi":"10.1177/1533317517689877","title":"Tool for Screening Visual Acuity in Older Individuals With Dementia","year":2017,"lang":"en","type":"article","venue":"American Journal of Alzheimer s Disease & Other Dementias®","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Alzheimer Society","keywords":"Dementia; Concordance; Visual acuity; Referral; Eye examination; Medicine; Optometry; Screening test; Test (biology); Visual impairment; Ophthalmology; Family medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006075634,0.0002406141,0.0006012529,0.0001919714,0.0003063558,0.00006228597,0.0002323081,0.00003264414,0.0002133185],"category_scores_gemma":[0.00009517084,0.000178878,0.0002123878,0.00009337923,0.0004303869,0.0002549473,0.0000876972,0.0001882842,0.000004929788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001768758,"about_ca_system_score_gemma":0.0001472324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003662146,"about_ca_topic_score_gemma":0.000004515855,"domain_scores_codex":[0.9983498,0.00008210495,0.000515036,0.0002465406,0.0003993944,0.0004071162],"domain_scores_gemma":[0.998209,0.00006041027,0.0009679485,0.0003117627,0.0001823873,0.0002684935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001785269,0.00106127,0.9785928,0.00002803388,0.004870235,0.00009161644,0.0002305387,0.00001086985,0.00005511004,0.00002248795,0.0004778482,0.01277389],"study_design_scores_gemma":[0.00533817,0.003371608,0.9852644,0.0003666448,0.004166398,0.00003905331,0.0003992964,0.00005379508,0.000233095,0.00004259325,0.0005158999,0.0002090016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941658,0.001761139,0.001907473,0.001378309,0.0001064722,0.0005626029,0.00001999617,0.00001091374,0.00008732499],"genre_scores_gemma":[0.9942498,0.00002570702,0.00449828,0.0009253373,0.0001814274,0.00003931177,0.000004024563,0.00004209315,0.0000339766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256489,"threshold_uncertainty_score":0.7294434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686877217308989,"score_gpt":0.3770430344647956,"score_spread":0.3401742622917057,"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."}}