{"id":"W2791076288","doi":"10.1093/ageing/afx202","title":"Development and validation of Visual Impairment as a Risk for Falls Questionnaire","year":2018,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Eye Institute; Canadian Optometric Education Trust Fund","keywords":"Medicine; Visual impairment; Risk assessment; Gerontology; Medical emergency; Psychiatry; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006322145,0.0003909645,0.0006058156,0.002141616,0.0004236398,0.0005001082,0.000741905,0.0005581127,0.001591617],"category_scores_gemma":[0.01362653,0.0002914854,0.001073541,0.0005883154,0.0003021513,0.0007299484,0.001082057,0.0006804998,0.0004237193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007471268,"about_ca_system_score_gemma":0.001288644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788605,"about_ca_topic_score_gemma":0.003911446,"domain_scores_codex":[0.9964526,0.001163999,0.0008955657,0.0001809191,0.001099685,0.0002072322],"domain_scores_gemma":[0.9895405,0.003325001,0.002388529,0.0003662307,0.003756932,0.0006227783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006360764,0.0009292786,0.9433881,0.0003184472,0.0001451365,0.0001524859,0.001382278,0.0004384338,0.001687904,0.000126123,0.001874445,0.0489213],"study_design_scores_gemma":[0.0001113926,0.001698778,0.993077,0.0001129515,0.00005467731,0.000348083,0.0006572083,0.0007553814,0.0004754175,0.00008678903,0.002595391,0.00002694361],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867753,0.0004559222,0.003290862,0.0002608909,0.00007366496,0.003811949,0.002704808,0.00006272659,0.002564084],"genre_scores_gemma":[0.9743201,0.0003671508,0.01631474,0.0001834046,0.0000490959,0.004189245,0.003337482,0.00001534677,0.001223376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006322145,"threshold_uncertainty_score":0.03343511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487179869125073,"score_gpt":0.3527498375491965,"score_spread":0.3278780388579458,"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."}}