{"id":"W3030965119","doi":"","title":"INCIDENCE AND PREDICTORS OF FALLS IN OLDER ADULTS RECEIVING CATARACT SURGERY","year":2016,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; Incidence (geometry); Cataract surgery; Falls in older adults; Optometry; Ophthalmology; Emergency medicine; Injury prevention; Poison control","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":[0.0003222415,0.0000663976,0.0002188565,0.0002200877,0.00008616554,0.000007206747,0.00009124498,0.00008298783,0.00001469231],"category_scores_gemma":[0.00005692102,0.00005550088,0.00004157057,0.0001758052,0.0004095131,0.0001732562,0.0001074552,0.000129592,0.000002165604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003750035,"about_ca_system_score_gemma":0.00009273667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214981,"about_ca_topic_score_gemma":0.00007303502,"domain_scores_codex":[0.9990576,0.00009445415,0.0001488861,0.0002295437,0.0002881836,0.0001813438],"domain_scores_gemma":[0.999054,0.0003116681,0.00008388663,0.0002120262,0.0002155151,0.000122881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674943,0.00006958107,0.9673799,0.0002974719,0.00002360644,0.00007316783,0.001233138,3.904038e-8,0.02784021,0.00001932547,0.0003458977,0.002550175],"study_design_scores_gemma":[0.0004570356,0.0001285922,0.9809687,0.001582582,0.00001526581,0.00006316498,0.002089471,0.000003504926,0.01452789,0.000008019669,0.00009888384,0.00005693391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989434,0.0001481034,0.00001308642,0.0004671369,0.00003003491,0.0002578285,0.00001095983,0.000009761963,0.0001196862],"genre_scores_gemma":[0.9962906,0.0003291066,0.00006604377,0.000002826766,0.0000272978,0.000001255265,0.000003229032,0.000004845416,0.00327477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358876,"threshold_uncertainty_score":0.3348403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672461684523009,"score_gpt":0.3141020532469575,"score_spread":0.2573774364017274,"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."}}