{"id":"W4311674924","doi":"10.2340/jrm.v54.4544","title":"Feasibility and Safety of a Powered Exoskeleton for Balance Training for People Living with Multiple Sclerosis: A Single-Group Preliminary Study (Rapper III)","year":2022,"lang":"en","type":"article","venue":"Journal of Rehabilitation Medicine","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre","funders":"University of Kent; National Institute for Health and Care Research","keywords":"Exoskeleton; Balance (ability); Physical medicine and rehabilitation; Multiple sclerosis; Physical therapy; Rehabilitation; Medicine","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":[0.002312757,0.0001494498,0.000536341,0.0002041437,0.0001498858,0.000007768258,0.0001161397,0.00003506683,0.00001299193],"category_scores_gemma":[0.001692747,0.0001178269,0.0001028109,0.0002519937,0.0001174751,0.0001296896,0.00002585369,0.0001699159,2.003633e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615992,"about_ca_system_score_gemma":0.00004626553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005012509,"about_ca_topic_score_gemma":0.00001921608,"domain_scores_codex":[0.9983012,0.000121366,0.0008529305,0.0001759497,0.0003747223,0.0001738425],"domain_scores_gemma":[0.9953334,0.003662815,0.0003535335,0.0001723599,0.0003886422,0.00008928459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00905208,0.003007159,0.3965902,0.003760321,0.0004888969,0.000002052888,0.3197807,0.208752,0.0388667,0.0003061796,0.0007811455,0.01861254],"study_design_scores_gemma":[0.01823451,0.05702625,0.6831248,0.001279172,0.0002621466,0.0000404725,0.1850493,0.05371731,0.00003794827,0.0005517824,0.0003677292,0.0003085029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414088,0.001007187,0.05485883,0.0007078843,0.0002681131,0.0016934,0.00002434952,0.00002267776,0.000008811416],"genre_scores_gemma":[0.9683552,0.00002147624,0.03136461,0.00002158298,0.00006396178,0.0001311129,0.000004803784,0.00003057574,0.000006687421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865346,"threshold_uncertainty_score":0.4804843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285911994304451,"score_gpt":0.2502438339386501,"score_spread":0.221652634508205,"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."}}