{"id":"W4402512126","doi":"10.61919/jhrr.v4i3.1467","title":"Effects of Virtual Reality (VR) for Cognitive Rehabilitation in Stroke Survivors","year":2024,"lang":"en","type":"article","venue":"Journal of Health and Rehabilitation Research","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive rehabilitation therapy; Rehabilitation; Montreal Cognitive Assessment; Cognition; Stroke (engine); Memory span; Virtual reality; Physical medicine and rehabilitation; Physical therapy; Medicine; Executive functions; Psychology; Cognitive impairment; Working memory; Psychiatry; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01095783,0.0001124457,0.0005755809,0.00164969,0.00008869304,0.00002406158,0.0000528699,0.0001285418,0.000009259463],"category_scores_gemma":[0.02623846,0.00008494525,0.0002531026,0.0006943249,0.0004546195,0.0002172705,0.00001846253,0.0005600578,0.000001692199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058337,"about_ca_system_score_gemma":0.001475786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433742,"about_ca_topic_score_gemma":0.00003756696,"domain_scores_codex":[0.9960291,0.001376066,0.001242056,0.000252699,0.0007780236,0.0003219888],"domain_scores_gemma":[0.9551849,0.04275432,0.0002223405,0.000105912,0.001441505,0.0002909796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01271693,0.002644627,0.180099,0.06884861,0.0003065496,0.00003247302,0.05977769,0.00005903301,0.006338091,0.01018183,0.007389345,0.6516058],"study_design_scores_gemma":[0.008885696,0.06665713,0.8249089,0.01207569,0.0000698583,0.00006076289,0.06748474,0.001705564,0.0005001327,0.008086283,0.009351089,0.0002141568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712517,0.006418841,0.0009834657,0.01885078,0.0004624985,0.001911595,0.00002473534,0.00001057633,0.00008585503],"genre_scores_gemma":[0.995785,0.0007758448,0.002948971,0.00007068989,0.0001224972,0.00006822814,0.000008371725,0.00001803031,0.0002023828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6513917,"threshold_uncertainty_score":0.9819639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073733873249618,"score_gpt":0.4436649870237244,"score_spread":0.4029276482912282,"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."}}