{"id":"W3018337260","doi":"10.2196/16947","title":"Virtual Reality–Based Executive Function Rehabilitation System for Children With Traumatic Brain Injury: Design and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences","keywords":"Usability; Rehabilitation; Traumatic brain injury; Virtual reality; Cognitive flexibility; Cognition; Cognitive rehabilitation therapy; Physical medicine and rehabilitation; Flexibility (engineering); Psychology; Executive functions; Medicine; Human–computer interaction; Computer science; Physical therapy; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00238046,0.0006844648,0.0005100544,0.0006118092,0.0002857709,0.0004949339,0.0006451667,0.0004593952,0.00175138],"category_scores_gemma":[0.004203835,0.0002776569,0.0006993835,0.0002353628,0.0003374692,0.0004809015,0.0004801512,0.0003221056,0.00021425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849287,"about_ca_system_score_gemma":0.000550146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009004595,"about_ca_topic_score_gemma":0.001376848,"domain_scores_codex":[0.9989111,0.000594463,0.0001381784,0.0001137362,0.0001459595,0.00009652073],"domain_scores_gemma":[0.9982203,0.001039489,0.00009576754,0.0001199665,0.0003856134,0.0001388251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006867802,0.02728921,0.1464158,0.007795483,0.001143726,0.00557108,0.03024141,0.01653093,0.2008286,0.00176574,0.005989732,0.5495605],"study_design_scores_gemma":[0.004508387,0.1635861,0.5602121,0.001493811,0.002963239,0.01151301,0.01913781,0.07356193,0.113592,0.0009581044,0.04773929,0.0007343667],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886723,0.0001508782,0.009114761,0.00005998939,0.00001563414,0.0009714737,0.0001203566,0.0001406237,0.0007539918],"genre_scores_gemma":[0.9499113,0.0004623776,0.04619472,0.00009380854,0.000016,0.001999934,0.0002879592,0.00004348006,0.000990357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00238046,"threshold_uncertainty_score":0.01258922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05421217792219363,"score_gpt":0.3420560685931729,"score_spread":0.2878438906709793,"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."}}