{"id":"W4406896722","doi":"10.2196/62809","title":"Effectiveness of a New Device for Hand, Wrist, and Forearm Rehabilitation: Feasibility Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Ottawa; University of Alberta","funders":"Alberta Innovates","keywords":"Wrist; Medicine; Physical therapy; Grip strength; Randomized controlled trial; Rehabilitation; Forearm; Range of motion; Physical medicine and rehabilitation; Hand strength; Activities of daily living; Upper limb; Intervention (counseling); Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.008349009,0.002653357,0.006838818,0.001567851,0.001078737,0.001699542,0.002213696,0.005156198,0.01225346],"category_scores_gemma":[0.009523323,0.001557379,0.003897526,0.001213895,0.002968464,0.002552442,0.001421644,0.00340775,0.001554692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633549,"about_ca_system_score_gemma":0.003975304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986972,"about_ca_topic_score_gemma":0.002779353,"domain_scores_codex":[0.9922138,0.004702542,0.0008164035,0.0009612861,0.0006650403,0.0006409087],"domain_scores_gemma":[0.9949314,0.002377745,0.0009957742,0.0004652028,0.0004185542,0.0008113289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9805039,0.01079198,0.0002360294,0.001011538,0.0005592323,0.00002992695,0.00004713535,0.00009686619,0.0004496529,0.00007378692,0.000162255,0.006037693],"study_design_scores_gemma":[0.9580653,0.04095658,0.0003954943,0.00005404876,0.0002076516,0.00000638177,0.00001283539,0.00007794647,0.00006314098,0.00003738493,0.0001172356,0.000005931678],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819785,0.008304204,0.002642175,0.001303276,0.002118955,0.0985752,0.001833636,0.0002548577,0.002989115],"genre_scores_gemma":[0.8540691,0.004667778,0.009268359,0.001571761,0.001599728,0.1239491,0.001234428,0.00003341219,0.003606383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225346,"threshold_uncertainty_score":0.04415435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551784798062274,"score_gpt":0.334373877455189,"score_spread":0.3188560294745663,"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."}}