{"id":"W4381546555","doi":"10.1159/000529623","title":"Using Clinical Scales and Digital Measures to Explore Falls in Patients with Lewy Body Dementia","year":2023,"lang":"en","type":"article","venue":"Digital Biomarkers","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Davis; School of Medicine, University of Kansas; University of South Carolina; Thomas Jefferson University; Eli Lilly and Company; Dartmouth College; Carolinas HealthCare System; Ottawa Hospital Research Institute; Georgetown University; Emory University; Health Sciences, University of Arizona; University of California, Irvine; University of Wisconsin-Madison; University of Southern California","keywords":"Actigraphy; Rating scale; Dementia with Lewy bodies; Medicine; Dementia; Physical therapy; Physical medicine and rehabilitation; Clinical trial; Psychology; Internal medicine; Disease; Circadian rhythm","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000390426,0.0001815934,0.0002680516,0.0002000791,0.0001892474,0.00009953661,0.0001244688,0.0001456621,0.00000249365],"category_scores_gemma":[0.0002134012,0.0001505785,0.00006362932,0.0004755456,0.0001058651,0.0006905839,0.0001935498,0.0001787633,0.0001630489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000543771,"about_ca_system_score_gemma":0.00006522131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000019727,"about_ca_topic_score_gemma":0.00004929538,"domain_scores_codex":[0.998106,0.0001052926,0.0005699645,0.0004050455,0.0003115688,0.000502103],"domain_scores_gemma":[0.9991798,0.0001774514,0.0001318556,0.0002013821,0.00008952615,0.0002199874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003021635,0.0002215212,0.9761052,0.00004699191,0.0001002764,0.00000600651,0.0002765451,3.212739e-7,0.00005907602,0.00001469844,0.001474321,0.02139293],"study_design_scores_gemma":[0.001915103,0.0001537019,0.9940345,0.000296853,0.0000159986,2.667896e-7,0.001448606,0.00005733395,6.242354e-7,0.0001368036,0.001741787,0.0001983984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959599,0.0000383888,0.00009575345,0.00008909361,0.000298266,0.0007443369,0.0001300192,0.0001187896,0.002525387],"genre_scores_gemma":[0.9992319,0.00001636535,0.00009983384,0.0001284536,0.00005835121,0.00003402031,0.0002807129,0.00003161362,0.0001187483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02119453,"threshold_uncertainty_score":0.6140412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09538293351602158,"score_gpt":0.3934415568470629,"score_spread":0.2980586233310413,"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."}}