{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004417622,0.0002448418,0.0015382,0.000298732,0.0002156601,0.00003628825,0.00005731457,0.0001145144,0.000008195972],"category_scores_gemma":[0.003185231,0.0001429044,0.0008083165,0.0003536734,0.0004168921,0.00009686389,0.00001406152,0.0001518553,1.30986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649571,"about_ca_system_score_gemma":0.0005820657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004565819,"about_ca_topic_score_gemma":0.000006396659,"domain_scores_codex":[0.9968773,0.001324564,0.0007747013,0.0003908977,0.0003656753,0.0002668704],"domain_scores_gemma":[0.9880337,0.01062297,0.0004934362,0.0002216147,0.0005813398,0.00004699713],"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":[0.6281005,0.0001769232,0.00003632542,0.0003272703,0.0008764089,9.253001e-8,0.0009257728,0.0001791474,0.3559534,0.0001800919,0.000004325677,0.01323975],"study_design_scores_gemma":[0.9261419,0.02826107,0.005724974,0.000686608,0.001424218,0.000001282256,0.004567668,0.007372438,0.02492007,0.0007287535,0.00001508559,0.0001559868],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361721,0.0002377698,0.03859543,0.0001862655,0.0005188092,0.02414401,0.000006722121,0.00002948461,0.0001093855],"genre_scores_gemma":[0.9919243,0.000009551047,0.0008732158,0.00007996376,0.0001237172,0.006813463,0.00002609186,0.00002082265,0.000128885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3310333,"threshold_uncertainty_score":0.5827472,"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."}}