{"id":"W4386036125","doi":"10.2196/preprints.45458","title":"Benefits of Telerehabilitation for Patients With Severe Acquired Brain Injury: Promising Results From a Multicenter Randomized Controlled Trial Using Nonimmersive Virtual Reality (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Randomized controlled trial; Neurorehabilitation; Rehabilitation; Quality of life (healthcare); Physical therapy; Neuropsychology; Montreal Cognitive Assessment; Medicine; Psychology; Physical medicine and rehabilitation; Telemedicine; Cognition; Health care; Psychiatry; Nursing","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":[0.004322851,0.001169768,0.003171808,0.0003854144,0.000510754,0.0009165909,0.000823481,0.001710533,0.004305155],"category_scores_gemma":[0.004281986,0.0004710888,0.002981505,0.0005870504,0.0009107231,0.0009714915,0.0004771236,0.001246378,0.000358763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004718355,"about_ca_system_score_gemma":0.001274667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009923545,"about_ca_topic_score_gemma":0.00165866,"domain_scores_codex":[0.9972379,0.001861628,0.000341955,0.0002660161,0.0001180361,0.0001744725],"domain_scores_gemma":[0.9974713,0.001121041,0.00061203,0.0002285735,0.000183547,0.0003835149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.978396,0.008592214,0.0006141141,0.0007103937,0.001188269,0.00002598047,0.00003787722,0.0001119433,0.001055977,0.00003107549,0.0001590715,0.009077014],"study_design_scores_gemma":[0.8765152,0.1182239,0.003080583,0.00006212744,0.001272975,0.00001651147,0.00003530892,0.0002281691,0.0003127893,0.00003976584,0.0001987267,0.00001394301],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873399,0.005021338,0.0007796891,0.0004743001,0.0004817141,0.004854761,0.0004819678,0.0000565586,0.0005098703],"genre_scores_gemma":[0.9812335,0.003237023,0.00245711,0.0006613412,0.0008188997,0.01000208,0.0007643985,0.00001257803,0.0008130657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004322851,"threshold_uncertainty_score":0.02286172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713116497866373,"score_gpt":0.3121532572350791,"score_spread":0.2850220922564153,"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."}}