{"id":"W4394918280","doi":"10.1016/j.jamda.2024.03.108","title":"Characteristics and Consequences of Falls in People Who Use Wheelchairs in Long-Term Care Settings","year":2024,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; Genentech; National Institutes of Health; National Multiple Sclerosis Society","keywords":"Medicine; Term (time); Long-term care; Medical emergency; Gerontology; Physical medicine and rehabilitation; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006343945,0.0001793906,0.0003061447,0.0009280448,0.0007906985,0.0007303649,0.000390471,0.0004927539,0.001044886],"category_scores_gemma":[0.00391799,0.0001734055,0.0003508362,0.0009242019,0.0002739107,0.0005801807,0.0006703345,0.0004642404,0.0001443079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008450039,"about_ca_system_score_gemma":0.0009677117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05378752,"about_ca_topic_score_gemma":0.1293954,"domain_scores_codex":[0.9994264,0.0001078051,0.0000999367,0.00006265914,0.0001892213,0.0001140623],"domain_scores_gemma":[0.9982734,0.0001713186,0.0009095551,0.00003812923,0.0003491529,0.0002584298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002013122,0.00007274602,0.997118,0.00002088811,0.00001683031,0.00005888378,0.0007442898,0.00001149328,0.00005774674,0.000004800359,0.0001023178,0.001771818],"study_design_scores_gemma":[0.000001247985,0.00004225203,0.9982213,0.00001655693,0.000006815555,0.00008994574,0.001491379,0.00002234372,0.00001569728,0.000004778675,0.00008493409,0.000002609025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993358,0.0001408392,0.00003257302,0.00003983579,0.000002928319,0.00001689832,0.0001776803,0.000001483683,0.0002518346],"genre_scores_gemma":[0.9993443,0.0001437229,0.00007053992,0.00003581283,0.000003601183,0.00002224821,0.0002360236,6.877462e-7,0.0001430656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05378752,"threshold_uncertainty_score":0.1069489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988620979160602,"score_gpt":0.3799569969743458,"score_spread":0.3600707871827398,"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."}}