{"id":"W4416738118","doi":"10.2196/74314","title":"Evaluating the Effectiveness of Immersive Virtual Reality Rehabilitation Games With Enhanced Visual Training for Hand Motor Function Improvement Using Electromyography: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Virtual reality; Rehabilitation; Visual feedback; Eye–hand coordination; Function (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003740421,0.002041423,0.007147494,0.0009909034,0.0006627013,0.001387952,0.001749984,0.002616467,0.005471522],"category_scores_gemma":[0.004523585,0.001019019,0.003480944,0.0009133583,0.001529432,0.001121855,0.0007480368,0.002276666,0.000569165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009923943,"about_ca_system_score_gemma":0.001630694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648987,"about_ca_topic_score_gemma":0.002119945,"domain_scores_codex":[0.9969926,0.001447977,0.0004385482,0.0005156712,0.000304534,0.0003007032],"domain_scores_gemma":[0.9977133,0.0009636652,0.0005367586,0.0001672873,0.0002342263,0.0003848055],"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":[0.9729825,0.01284396,0.0001979523,0.001751458,0.001873322,0.00002339236,0.00003138839,0.0001637797,0.001228662,0.00006264959,0.0001346664,0.008706297],"study_design_scores_gemma":[0.9189526,0.07821804,0.0007856193,0.00007235083,0.001144678,0.000008968414,0.00001693148,0.0002822925,0.0002860022,0.0000479848,0.0001713906,0.00001298041],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515013,0.01211368,0.002383121,0.0004415289,0.001644646,0.02943444,0.0008430194,0.0001907609,0.001447639],"genre_scores_gemma":[0.9361757,0.00600547,0.006143871,0.0007094528,0.001066817,0.04727298,0.0005553333,0.00002677347,0.002043586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007147494,"threshold_uncertainty_score":0.01978147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645544822707797,"score_gpt":0.3613748717407376,"score_spread":0.3449194235136597,"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."}}