{"id":"W2018877033","doi":"10.1310/tsr1402-52","title":"Virtual Reality in Stroke Rehabilitation: A Systematic Review of its Effectiveness for Upper Limb Motor Recovery","year":2007,"lang":"en","type":"review","venue":"Topics in Stroke Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":543,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; McGill University","funders":"Canada Research Chairs; McGill University","keywords":"Rehabilitation; Virtual reality; Physical medicine and rehabilitation; Retraining; Stroke (engine); Medicine; Physical therapy; Population; Occupational therapy; Neurorehabilitation; Intervention (counseling); Computer science; Human–computer interaction; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007475435,0.0008327198,0.00670977,0.002434629,0.00005874538,0.00002550695,0.0003506032,0.001020266,0.0000511656],"category_scores_gemma":[0.04202505,0.0007169103,0.003116871,0.001277476,0.0002526356,0.0003081924,0.00008281402,0.0008883584,0.00002194848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002340314,"about_ca_system_score_gemma":0.0009287812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310595,"about_ca_topic_score_gemma":0.00003373991,"domain_scores_codex":[0.9898464,0.002507054,0.004813348,0.001187224,0.0010047,0.0006412883],"domain_scores_gemma":[0.9620656,0.03397544,0.001471339,0.001295482,0.0009991634,0.0001929816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005263179,0.0006164635,0.0005060282,0.9232434,0.0002007659,0.000004101315,0.0002607162,0.000007237873,0.000008032672,0.001332532,0.00008182887,0.07321259],"study_design_scores_gemma":[0.00195197,0.007307048,0.003454305,0.9332139,0.001562933,0.00002237785,0.0006418782,0.00003785553,0.000006713864,0.0002181544,0.05096818,0.0006147032],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001605246,0.9711844,0.0003711251,0.0003217755,0.001032226,0.02429846,0.0006053243,0.00006643787,0.0005150328],"genre_scores_gemma":[0.0002427505,0.98779,0.004771948,0.00009309232,0.0002812219,0.005093723,0.0003927177,0.0001187253,0.001215763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07259788,"threshold_uncertainty_score":0.9995282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03979913250814941,"score_gpt":0.379448517175391,"score_spread":0.3396493846672416,"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."}}