{"id":"W4389543240","doi":"10.1109/embc40787.2023.10340780","title":"A Step in the Right Direction: Evaluating the Effectiveness of Customized Stepping Game Software and Balance Boards for Balance Rehabilitation Therapy and Measurement","year":2023,"lang":"en","type":"article","venue":"","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Balance (ability); Rehabilitation; Software; Computer science; Physical medicine and rehabilitation; Simulation; Physical therapy; Medicine; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002538944,0.001215284,0.0009287604,0.0007247623,0.000388186,0.0004868229,0.0008563367,0.0009058909,0.003545386],"category_scores_gemma":[0.006706852,0.0005128733,0.0009509278,0.0002550859,0.0004725836,0.0007574236,0.0005872087,0.0009361535,0.000466485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281249,"about_ca_system_score_gemma":0.000869353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164073,"about_ca_topic_score_gemma":0.00241502,"domain_scores_codex":[0.9980251,0.0008297009,0.0002704863,0.0002268025,0.0004764399,0.0001715525],"domain_scores_gemma":[0.996986,0.001366186,0.0005000728,0.0001446052,0.0003572588,0.000645866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1256318,0.5757019,0.03029962,0.002802063,0.001338269,0.0001856158,0.001497568,0.002804698,0.03806405,0.0004218805,0.001197585,0.220055],"study_design_scores_gemma":[0.02211349,0.8846818,0.0734878,0.0001053762,0.0008102126,0.0001114643,0.0003355829,0.007341578,0.009588943,0.0001820132,0.001179175,0.00006260398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994981,0.0001158086,0.001021411,0.00003946589,0.00004300474,0.003010031,0.000125707,0.00004052613,0.0006230811],"genre_scores_gemma":[0.9721778,0.0003451004,0.01357653,0.0001954298,0.00007742933,0.01112815,0.000305475,0.00002373941,0.002170391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003545386,"threshold_uncertainty_score":0.01342744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06024695873409253,"score_gpt":0.3955914491202295,"score_spread":0.335344490386137,"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."}}