{"id":"W4229372900","doi":"10.3389/fnhum.2022.863930","title":"Immersive Technology for Cognitive-Motor Training in Parkinson’s Disease","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Thomas Hartman Center for Parkinson' Research, Stony Brook University","keywords":"Physical medicine and rehabilitation; Cognition; Gait; Cognitive training; Parkinson's disease; Rehabilitation; Psychology; Gait training; Physical therapy; Medicine; Randomized controlled trial; Treadmill; Disease; Neuroscience","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":[0.0006950559,0.0004529195,0.0003977618,0.0002525879,0.0001537048,0.0002592932,0.000353916,0.0003231271,0.003746837],"category_scores_gemma":[0.0005871511,0.00008258374,0.0003695178,0.0001376565,0.0002560816,0.0002004426,0.0004526147,0.0004968797,0.000249748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537496,"about_ca_system_score_gemma":0.0002709698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003934137,"about_ca_topic_score_gemma":0.0009948949,"domain_scores_codex":[0.9997717,0.0001109764,0.00002104648,0.0000264549,0.00004562752,0.00002413777],"domain_scores_gemma":[0.9997893,0.0001173465,0.00002377832,0.00001066063,0.00001858115,0.00004024194],"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":[0.01495464,0.03021156,0.003536141,0.007446769,0.000422717,0.0003080514,0.0007429319,0.001058002,0.09854873,0.001188077,0.003000242,0.8385822],"study_design_scores_gemma":[0.02495721,0.6339073,0.1612112,0.005369741,0.002227758,0.002856704,0.001606458,0.006312408,0.05385888,0.00422046,0.1033074,0.0001645097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93308,0.03605726,0.01410782,0.0009106245,0.0006104811,0.004446042,0.0004811108,0.0002682979,0.01003842],"genre_scores_gemma":[0.9357951,0.01986757,0.03455658,0.0006089215,0.0002357138,0.005869793,0.0003085022,0.00001625244,0.002741497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003746837,"threshold_uncertainty_score":0.01253444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04484460070446226,"score_gpt":0.3612290668553987,"score_spread":0.3163844661509365,"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."}}