{"id":"W4311960364","doi":"10.3390/brainsci12121684","title":"Effect of Upper Limb Motor Rehabilitation on Cognition in Parkinson’s Disease: An Observational Study","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical medicine and rehabilitation; Cognition; Rehabilitation; Psychology; Parkinson's disease; Cognitive rehabilitation therapy; Memory span; Alertness; Physical therapy; Cognitive Intervention; Disease; Medicine; Psychiatry; Working memory","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325355,0.00009188816,0.0001555484,0.0002452096,0.0001898276,0.00001293789,0.00009369451,0.00001183721,0.0002403148],"category_scores_gemma":[0.0005399283,0.00007305358,0.00006070473,0.0004082166,0.00008014074,0.0001372385,0.00003159115,0.00005818514,0.000004777547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000828373,"about_ca_system_score_gemma":0.0001321611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003793361,"about_ca_topic_score_gemma":0.000008122529,"domain_scores_codex":[0.9981672,0.0004504457,0.0001752382,0.0003438894,0.0007305903,0.0001326472],"domain_scores_gemma":[0.9990517,0.0006050373,0.00007012403,0.0001422979,0.00002954092,0.0001012492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001938824,0.00276586,0.9879745,0.00003527793,0.00001535577,0.00002800979,0.0004000081,0.0001517803,0.0008866767,0.0003840493,0.0000713652,0.005348281],"study_design_scores_gemma":[0.001854774,0.02007503,0.9743167,0.00002733529,0.00004162877,0.00000107103,0.0007274159,0.001367856,0.0001290527,0.0006122852,0.0007829036,0.00006393729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975543,0.00005468434,0.000003113347,0.0009440806,0.00009954559,0.001079803,0.00006666148,0.00001951862,0.0001782728],"genre_scores_gemma":[0.9989215,0.000001370659,0.0001604651,0.0002954129,0.00002341207,0.0004700741,0.00006005256,0.000005805672,0.00006188332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730917,"threshold_uncertainty_score":0.2979039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06090439530500306,"score_gpt":0.3624614680653894,"score_spread":0.3015570727603863,"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."}}