{"id":"W2780480477","doi":"10.1111/opo.12428","title":"Prevalence of vision loss among hospital in‐patients; a risk factor for falls?","year":2017,"lang":"en","type":"article","venue":"Ophthalmic and Physiological Optics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Waterloo","funders":"","keywords":"Medicine; Visual acuity; Visual impairment; Vision disorder; Stereoscopic acuity; Risk factor; Neglect; Vision test; Optometry; Injury prevention; Poison control; Low vision; Emergency medicine; Ophthalmology; Psychiatry; Refractive error","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001989732,0.0001388612,0.0003018496,0.0000223384,0.000461796,0.00001098039,0.0002459172,0.0002558135,0.00001996294],"category_scores_gemma":[0.0003646604,0.0001001994,0.00008376956,0.00002484844,0.0002573572,0.0001818048,0.0001816103,0.0003120352,0.000008715384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002091203,"about_ca_system_score_gemma":0.00001997063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003237174,"about_ca_topic_score_gemma":0.000001944792,"domain_scores_codex":[0.9988171,0.0001288331,0.0003668242,0.0002844428,0.0001082925,0.0002945083],"domain_scores_gemma":[0.9987312,0.0002215516,0.0005368629,0.0003211666,0.0001118494,0.00007735981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284469,0.0005751519,0.9951469,0.0004643959,0.00001175776,8.861236e-7,0.0003227286,8.717076e-7,0.001036254,0.0004402614,0.00003958742,0.001832767],"study_design_scores_gemma":[0.001450423,0.0009552562,0.9936391,0.0002523498,0.00001631228,8.587941e-8,0.00007040599,0.0005044513,0.000003838792,0.002966401,0.0000140215,0.0001273668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977067,0.00005154045,0.00004561812,0.0000214545,0.0003054234,0.0008436625,0.000333783,0.00001213126,0.0006796713],"genre_scores_gemma":[0.9983637,0.0005605086,0.0005696628,0.00001461176,0.00009373581,0.00004925104,0.00001690513,0.000009559309,0.0003220685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252614,"threshold_uncertainty_score":0.4086012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402447630969924,"score_gpt":0.3629940118190271,"score_spread":0.3289695355093278,"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."}}