{"id":"W4213312044","doi":"10.1007/s00167-022-06910-x","title":"Virtual reality rehabilitation following total knee arthroplasty: a systematic review and meta‐analysis of randomized controlled trials","year":2022,"lang":"en","type":"review","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Joseph Brant Hospital","funders":"","keywords":"Meta-analysis; Total knee arthroplasty; Randomized controlled trial; Rehabilitation; Arthroplasty; Physical therapy; Medicine; Physical medicine and rehabilitation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01499647,0.002368073,0.0156037,0.005154251,0.0006583877,0.003397113,0.002140166,0.00225919,0.004123299],"category_scores_gemma":[0.04634651,0.001342092,0.02599435,0.006197673,0.0007504338,0.001752756,0.001300976,0.001797035,0.0002630248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036296,"about_ca_system_score_gemma":0.005283013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005705399,"about_ca_topic_score_gemma":0.01214643,"domain_scores_codex":[0.9858257,0.007540828,0.00383873,0.0009913365,0.001517504,0.0002857678],"domain_scores_gemma":[0.9715716,0.02177985,0.004426184,0.0005722655,0.001422139,0.0002279985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001538398,0.00004272033,0.001413294,0.7228557,0.2525973,0.00008966575,0.00009171407,0.0004289107,0.0001594199,0.0001535694,0.000622431,0.02000683],"study_design_scores_gemma":[0.001280273,0.0005334956,0.003068969,0.1252596,0.8657594,0.000155808,0.00009660287,0.0002586376,0.00017988,0.0003114174,0.003055933,0.00003992792],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00221014,0.9963714,0.0003973265,0.0001558733,0.0001167938,0.000357278,0.0002091808,0.0000144218,0.0001675762],"genre_scores_gemma":[0.07612036,0.9184872,0.002339008,0.0007647029,0.0001730913,0.001572422,0.0003631166,0.00001540235,0.0001646341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0156037,"threshold_uncertainty_score":0.07930988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0579908931361419,"score_gpt":0.3539606953774265,"score_spread":0.2959698022412846,"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."}}