{"id":"W4417535649","doi":"10.1002/pri.70151","title":"Immersive Virtual Reality‐Based Rehabilitation for Upper Limb Recovery in Acute and Subacute Stroke Patients: A Feasibility Study","year":2025,"lang":"en","type":"article","venue":"Physiotherapy Research International","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NeuroRx Research (Canada)","funders":"","keywords":"Rehabilitation; Upper limb; Stroke (engine); MEDLINE; Virtual reality; Lower limb","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274242,0.0001609261,0.0003216409,0.001037473,0.00011462,0.00006293004,0.0001631932,0.00009090006,0.00008914692],"category_scores_gemma":[0.00159074,0.0001426731,0.0002103856,0.0004239893,0.0002116549,0.0002346806,0.00005706526,0.0003021268,0.000004560911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000744217,"about_ca_system_score_gemma":0.0003303803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001862263,"about_ca_topic_score_gemma":0.00009905553,"domain_scores_codex":[0.9975537,0.0003749878,0.0004426559,0.0005827526,0.0007380491,0.0003078201],"domain_scores_gemma":[0.9957544,0.002637523,0.00007065237,0.0003151531,0.001127126,0.00009513386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02305645,0.007495148,0.9249821,0.0001899949,0.000740366,0.000003258378,0.001426129,0.00009507366,0.01510458,0.001084863,0.005127401,0.02069459],"study_design_scores_gemma":[0.01186519,0.00754028,0.970843,0.000187105,0.00002365318,3.685344e-7,0.00214892,0.002973811,0.0007367167,0.001613962,0.001936877,0.0001301786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866145,0.00005261719,0.0007089439,0.007922839,0.0004683303,0.003394222,0.0002280833,0.00001984636,0.000590592],"genre_scores_gemma":[0.9956683,0.00006959584,0.0008430806,0.0004826731,0.0001022199,0.0005686048,0.0001583311,0.00002041478,0.002086795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04586079,"threshold_uncertainty_score":0.581804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719681136486084,"score_gpt":0.447908130733688,"score_spread":0.4107113193688272,"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."}}