{"id":"W4323295168","doi":"10.2196/41091","title":"Research Status and Emerging Trends in Virtual Reality Rehabilitation: Bibliometric and Knowledge Graph Study","year":2023,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Air Force Civil Engineer Center","keywords":"Virtual reality; Neurorehabilitation; Rehabilitation; Citation; Computer science; Psychology; Medicine; Library science; Physical therapy; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01187211,0.0007574261,0.002738886,0.2277557,0.001408738,0.008056232,0.001564657,0.001218182,0.004474676],"category_scores_gemma":[0.07255907,0.0003713283,0.002761709,0.3188438,0.001417616,0.007191969,0.002398969,0.0007488015,0.0008394739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003753298,"about_ca_system_score_gemma":0.007149261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009274128,"about_ca_topic_score_gemma":0.008769715,"domain_scores_codex":[0.9830119,0.003328675,0.004909048,0.002092363,0.006076475,0.0005815036],"domain_scores_gemma":[0.8882122,0.08051704,0.0153031,0.002667862,0.01197685,0.001322956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002899234,0.0001825545,0.5341928,0.08322562,0.005434603,0.00110423,0.006813036,0.002410049,0.0007901661,0.01069015,0.02028459,0.3345824],"study_design_scores_gemma":[0.00009715269,0.0002519701,0.7702758,0.03205203,0.01124007,0.003724171,0.0199425,0.008856338,0.001566068,0.01255297,0.1391873,0.0002536576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3126928,0.5366448,0.007621809,0.008200822,0.0005230375,0.0009003977,0.09619667,0.0005935865,0.03662598],"genre_scores_gemma":[0.7500226,0.2098205,0.007147754,0.0005534046,0.0006885899,0.0008177971,0.02963316,0.0001194035,0.001196823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7722443,"threshold_uncertainty_score":0.06278646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04967627340841361,"score_gpt":0.4284243971977755,"score_spread":0.3787481237893618,"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."}}