{"id":"W4210594379","doi":"10.1159/000521001","title":"Instrumented Functional Test for Objective Outcome Evaluation of Balance Rehabilitation in Elderly Fallers: A Clinical Study","year":2022,"lang":"en","type":"article","venue":"Gerontology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; Alberta Health Services; University of Alberta","funders":"","keywords":"Berg Balance Scale; Balance (ability); Rehabilitation; Physical medicine and rehabilitation; Timed Up and Go test; Physical therapy; Medicine; Geriatrics; Balance problems; Activities of daily living","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":[0.005986637,0.0001035152,0.0003943449,0.0001406155,0.0002949488,0.000001520712,0.0001157759,0.0001309695,0.0001387552],"category_scores_gemma":[0.002424052,0.0001083491,0.00008676982,0.0002126493,0.00005995624,0.00009569267,0.00007791476,0.0004594182,0.00001034499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466955,"about_ca_system_score_gemma":0.0003976784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002919209,"about_ca_topic_score_gemma":0.00453983,"domain_scores_codex":[0.9948522,0.002987218,0.001149456,0.0003755595,0.0003596477,0.000275863],"domain_scores_gemma":[0.9963014,0.002544651,0.00050868,0.0002312729,0.0003802287,0.00003373076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005640464,0.002615859,0.9847562,0.00004994707,0.00003928108,3.399674e-7,0.003655785,0.00002214533,0.0001280256,0.0003337118,0.0008960931,0.006938586],"study_design_scores_gemma":[0.009433677,0.003145144,0.9540523,0.00001520085,0.00005566499,7.441623e-7,0.0273759,0.002981951,8.058646e-8,0.002449172,0.0004088046,0.00008132945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928969,0.00007068401,0.0003849316,0.0005522379,0.001585862,0.003708442,0.00006509941,0.00002911516,0.0007067586],"genre_scores_gemma":[0.9954536,0.000002372774,0.000474906,0.0001481846,0.00009330917,0.003478497,0.0001208362,0.00001126576,0.0002170234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03070385,"threshold_uncertainty_score":0.4418349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1706017597439233,"score_gpt":0.48682787154047,"score_spread":0.3162261117965467,"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."}}