{"id":"W4412856637","doi":"10.36106/ijar/9300357","title":"A COMPARATIVE STUDY ON THE EFFECTIVENESS OF VIRTUAL REALITY VERSUS CONVENTIONAL EXERCISE THERAPY FOR REHABILITATION OF UPPER LIMB IN STROKE SURVIVORS","year":2025,"lang":"en","type":"article","venue":"INDIAN JOURNAL OF APPLIED RESEARCH","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Physical medicine and rehabilitation; Stroke (engine); Physical therapy; Virtual reality; Medicine; Computer science; Engineering; Human–computer interaction","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":[],"consensus_categories":[],"category_scores_codex":[0.009590575,0.0000931391,0.0005336977,0.000920122,0.00006401255,0.000008911023,0.000158433,0.00007547875,0.00002444402],"category_scores_gemma":[0.001020006,0.00005934293,0.0002233451,0.000586574,0.0003813448,0.00003749771,0.0000210599,0.0004730592,0.000001167544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001694784,"about_ca_system_score_gemma":0.0005413857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003251359,"about_ca_topic_score_gemma":0.00001806235,"domain_scores_codex":[0.997316,0.001028277,0.0006000003,0.0001524284,0.0007379082,0.0001654078],"domain_scores_gemma":[0.9793414,0.01927752,0.0001977085,0.0001974543,0.0009306173,0.00005526099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5820981,0.01369343,0.2816946,0.001504798,0.001763817,0.00001554028,0.0324164,0.001012684,0.03814889,0.03372454,0.0007530681,0.01317415],"study_design_scores_gemma":[0.01475779,0.01499465,0.8836718,0.0008361049,0.00002955083,8.994185e-7,0.06533366,0.00002983219,0.01818293,0.002026274,0.00008111123,0.00005539832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952744,0.00007395558,0.00005382011,0.0004663262,0.0001903424,0.00270826,0.00002355768,0.000001812915,0.001207547],"genre_scores_gemma":[0.9996676,0.00002877633,0.00008581294,0.000005941353,0.00002978545,0.0001326648,0.000003668967,0.000006621755,0.00003916507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6019772,"threshold_uncertainty_score":0.3323921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07238484795120957,"score_gpt":0.426755902646397,"score_spread":0.3543710546951874,"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."}}