{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370444,0.0005852685,0.001829714,0.0005607679,0.0003233745,0.0003990105,0.0004543593,0.0009602061,0.00564882],"category_scores_gemma":[0.002129507,0.0002707911,0.001413843,0.0004045565,0.0004839397,0.0005390409,0.0003157282,0.0006964401,0.0003683961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002733422,"about_ca_system_score_gemma":0.0005490166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004340039,"about_ca_topic_score_gemma":0.0006756262,"domain_scores_codex":[0.9989587,0.0004979412,0.0001863558,0.0001287976,0.0001092315,0.0001189232],"domain_scores_gemma":[0.9988369,0.0005008292,0.0002133713,0.00007565624,0.0001224524,0.0002507916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7265921,0.1584514,0.005751287,0.003937066,0.002094462,0.0002283975,0.0006365004,0.0005228978,0.007586824,0.0002794265,0.0004737292,0.09344596],"study_design_scores_gemma":[0.09266328,0.8854604,0.01740732,0.0001450523,0.001186833,0.00009393549,0.0002751576,0.000322043,0.001414679,0.00009809717,0.000903271,0.00002987176],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967393,0.001441453,0.0001628778,0.00005013659,0.00009588005,0.0008564127,0.0001152226,0.000007897027,0.0005308188],"genre_scores_gemma":[0.9952577,0.001242823,0.0006089982,0.00008961037,0.0001565196,0.001873223,0.0001795337,0.000002217074,0.000589408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00564882,"threshold_uncertainty_score":0.01889718,"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."}}