{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129881,0.0002719391,0.0006018684,0.0001236269,0.0001534072,0.00006729212,0.0001105695,0.0001083178,0.00001465522],"category_scores_gemma":[0.0008728399,0.0002134671,0.00007055411,0.0004172745,0.0002330107,0.000162554,0.00003082072,0.0002374215,0.000007281643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942293,"about_ca_system_score_gemma":0.0002218146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007520334,"about_ca_topic_score_gemma":0.00002699324,"domain_scores_codex":[0.9972948,0.0006597539,0.0005006472,0.0006655863,0.0005428591,0.0003363832],"domain_scores_gemma":[0.9975742,0.001306463,0.0001527317,0.0004538271,0.0002228311,0.0002899452],"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":[0.1419993,0.008167417,0.3114315,0.01279251,0.003512736,0.00003530925,0.1261388,0.001623458,0.01162752,0.00144427,0.0413662,0.3398609],"study_design_scores_gemma":[0.008622956,0.06375565,0.8902329,0.0003058563,0.0002923499,0.00002171267,0.0241176,0.01178641,0.000361025,0.00006555479,0.0001138569,0.0003241307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548461,0.00001739944,0.02551993,0.005813011,0.00003830794,0.01338162,0.00004972182,0.0002935943,0.00004032441],"genre_scores_gemma":[0.9931911,2.726319e-7,0.004240618,0.0003363253,0.00009098373,0.002002522,0.00004386812,0.00005356925,0.00004073167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5788014,"threshold_uncertainty_score":0.8704936,"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."}}