{"id":"W4292607964","doi":"10.1186/s12883-022-02836-6","title":"Effectiveness of robot-assisted virtual reality mirror therapy for upper limb motor dysfunction after stroke: study protocol for a single-center randomized controlled clinical trial","year":2022,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Medicine; Randomized controlled trial; Physical medicine and rehabilitation; Clinical trial; Physical therapy; Quality of life (healthcare); Stroke (engine); Neurology; Functional magnetic resonance imaging; Sequela; Adverse effect; Virtual reality; Surgery; Internal medicine; Psychiatry","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":[0.0228031,0.007314173,0.0148087,0.002094744,0.00311901,0.003111665,0.003354097,0.00648786,0.04209459],"category_scores_gemma":[0.01982707,0.00251468,0.004645575,0.002485428,0.00377841,0.00290539,0.00172025,0.006398771,0.007483527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003818493,"about_ca_system_score_gemma":0.01371219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467073,"about_ca_topic_score_gemma":0.002892425,"domain_scores_codex":[0.9868525,0.006964598,0.001575803,0.001436373,0.001739427,0.001431363],"domain_scores_gemma":[0.9910911,0.002104562,0.001958147,0.001227323,0.002096531,0.001522285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9347786,0.02170845,0.0005383595,0.01131267,0.002189151,0.0001803094,0.0001959887,0.001446959,0.001922363,0.001613577,0.00625557,0.01785806],"study_design_scores_gemma":[0.9631904,0.02542311,0.000857586,0.000844739,0.0007486032,0.00003100952,0.00004186304,0.001068584,0.0004109207,0.0008867064,0.006436455,0.00005997748],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003914462,0.0004126856,0.001508786,0.0001760223,0.0003667366,0.9922987,0.0006794134,0.0000981623,0.0005449918],"genre_scores_gemma":[0.002959761,0.0001461646,0.001458916,0.0001387233,0.00005040533,0.9948395,0.0001182522,0.000004418559,0.0002838765],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04209459,"threshold_uncertainty_score":0.1408204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08370142541802301,"score_gpt":0.4013702469519219,"score_spread":0.3176688215338989,"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."}}