{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674867,0.0007964149,0.0008073016,0.002153108,0.0004977661,0.0006115795,0.0004932156,0.000477986,0.002457741],"category_scores_gemma":[0.002851719,0.0001861272,0.0007576842,0.00112058,0.000218322,0.0004797591,0.0006915586,0.0005345741,0.000551667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459686,"about_ca_system_score_gemma":0.0003389937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196424,"about_ca_topic_score_gemma":0.004329734,"domain_scores_codex":[0.9988361,0.000383786,0.0002140004,0.000151897,0.0003467644,0.00006748749],"domain_scores_gemma":[0.9984689,0.0002011139,0.0007684716,0.00004474957,0.0003630318,0.0001536971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004489294,0.00136872,0.9067405,0.0004359341,0.0005766421,0.0001669304,0.0002972826,0.000267225,0.001308569,0.00009479783,0.002157321,0.08209689],"study_design_scores_gemma":[0.0003490422,0.002642464,0.993579,0.00007902231,0.00009664855,0.000478183,0.0002080547,0.0006782343,0.000435011,0.0001529848,0.001280187,0.00002106778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804628,0.002435638,0.001778552,0.0002462907,0.00007767467,0.001185144,0.004268941,0.0001044625,0.009440282],"genre_scores_gemma":[0.9890094,0.0009215534,0.004212756,0.0001970787,0.00005289178,0.001238774,0.002402949,0.000006475496,0.001958084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002457741,"threshold_uncertainty_score":0.008857608,"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."}}