{"id":"W3143930121","doi":"10.3389/fneur.2021.601131","title":"Virtual Reality for Motor and Cognitive Rehabilitation From Clinic to Home: A Pilot Feasibility and Efficacy Study for Persons With Chronic Stroke","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondazione Cariplo","keywords":"Montreal Cognitive Assessment; Medicine; Rehabilitation; Physical therapy; Stroke (engine); Context (archaeology); Physical medicine and rehabilitation; Cognition; Cognitive impairment","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":[0.003093956,0.0008990322,0.0007365482,0.0005487488,0.0007935699,0.0005306117,0.0005246088,0.000607929,0.001567783],"category_scores_gemma":[0.002880656,0.000405726,0.0007209669,0.0002329103,0.0006296461,0.0005558033,0.0007033706,0.0006525559,0.0003223978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351641,"about_ca_system_score_gemma":0.0009479201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001758292,"about_ca_topic_score_gemma":0.003211692,"domain_scores_codex":[0.9985354,0.000871682,0.00008723518,0.0001313947,0.0001463456,0.0002279994],"domain_scores_gemma":[0.9984401,0.0005643233,0.0001712256,0.0001610594,0.000214712,0.0004485915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.068874,0.5082541,0.1769708,0.00121433,0.0005785688,0.001285398,0.01148252,0.001054167,0.03120963,0.0001447577,0.00111613,0.1978156],"study_design_scores_gemma":[0.0131189,0.7262204,0.2535956,0.00005398494,0.0002775017,0.0004052565,0.002552413,0.0009690789,0.001885452,0.00006567826,0.0007962619,0.00005948846],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987565,0.0000277094,0.0001407146,0.00001726627,0.000004831164,0.000861551,0.00003462271,0.0000071535,0.0001495929],"genre_scores_gemma":[0.9958004,0.0001171004,0.001462598,0.00006324237,0.00002656172,0.002208354,0.0001181205,0.000002747859,0.0002009112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003093956,"threshold_uncertainty_score":0.01636261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884864729177194,"score_gpt":0.3214830053753493,"score_spread":0.2926343580835774,"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."}}