{"id":"W3193727278","doi":"10.1016/j.jpain.2021.08.001","title":"The Use of Virtual Reality in Back Pain Rehabilitation: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre Hospitalier Universitaire de Sherbrooke","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"CINAHL; Medicine; Virtual reality; Psychological intervention; MEDLINE; Physical therapy; Systematic review; Rehabilitation; Meta-analysis; Physical medicine and rehabilitation; Distraction; Psychology; Cognitive psychology; Nursing; Artificial intelligence; Computer science","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":[0.006979592,0.002072219,0.01376996,0.003690229,0.0006606813,0.003322783,0.001845896,0.002735196,0.003873959],"category_scores_gemma":[0.02303666,0.001229521,0.01851848,0.00465004,0.0008767879,0.002119521,0.001705061,0.001998547,0.0002641985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745676,"about_ca_system_score_gemma":0.00279667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006221726,"about_ca_topic_score_gemma":0.01739889,"domain_scores_codex":[0.9943812,0.002291314,0.001821092,0.0005588608,0.000754229,0.0001932617],"domain_scores_gemma":[0.988439,0.008900838,0.001682896,0.000281591,0.0005620301,0.0001336024],"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":[0.003765945,0.0001324175,0.001967877,0.7312052,0.2254086,0.0001169575,0.0001863874,0.0003149241,0.0003667368,0.0001228061,0.0005358503,0.03587625],"study_design_scores_gemma":[0.002175969,0.0008968807,0.005808006,0.09169924,0.8954536,0.0002166422,0.0002049037,0.0002449896,0.0002108845,0.0002046133,0.002814135,0.00007018106],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00379956,0.9954451,0.0002165868,0.00006497839,0.00008985902,0.0001524296,0.000105792,0.000008345455,0.0001173174],"genre_scores_gemma":[0.07167301,0.925476,0.00146092,0.0005160184,0.0001401695,0.0003867223,0.0001654236,0.00001166893,0.0001700846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01376996,"threshold_uncertainty_score":0.03691202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210258330296873,"score_gpt":0.3867042009853544,"score_spread":0.2656783679556671,"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."}}