{"id":"W4414594027","doi":"10.7860/jcdr/2025/80478.21781","title":"The Effectivness of Virtual Reality based Exercise Therapy for Upper Limb Rehabilitation in Sub Acute Stroke: An Experimental Study","year":2025,"lang":"en","type":"article","venue":"JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Rehabilitation; Cognition; Quality of life (healthcare); Virtual reality; Upper limb; Activities of daily living; Functional Independence Measure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01179385,0.00008724917,0.0005646244,0.000304397,0.000107487,0.00003149859,0.0001280747,0.0001060646,0.000008304432],"category_scores_gemma":[0.03108115,0.0000487303,0.0002754065,0.0002584201,0.0004895583,0.0001025003,0.00003175049,0.0004831377,4.638533e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004235578,"about_ca_system_score_gemma":0.0004623937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004068987,"about_ca_topic_score_gemma":0.00002076123,"domain_scores_codex":[0.9965003,0.001404412,0.001145447,0.000194756,0.0005711828,0.0001838741],"domain_scores_gemma":[0.9171243,0.08159921,0.0001667975,0.000220717,0.0007473252,0.0001416891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02627329,0.009292888,0.8681906,0.00008743538,0.0001262739,0.00001316068,0.0004838095,0.00002546253,0.001079899,0.0001461276,0.001283289,0.09299778],"study_design_scores_gemma":[0.01066897,0.03625474,0.9457785,0.0003996131,0.00004550084,0.000001587318,0.003865587,0.0003875187,0.001733028,0.000464637,0.0003582925,0.00004203291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930621,0.001288545,0.00009379828,0.003434016,0.0003377653,0.001734168,0.000008673928,0.000002809763,0.00003816734],"genre_scores_gemma":[0.9981863,0.00127078,0.0001730663,0.00006374709,0.0001149922,0.0001092972,0.000001903497,0.000007070006,0.00007283244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09295575,"threshold_uncertainty_score":0.9770805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08898020747032036,"score_gpt":0.5279237582888843,"score_spread":0.4389435508185639,"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."}}