{"id":"W4414613508","doi":"10.4103/nrr.nrr-d-25-00636","title":"Harnessing synaptic plasticity for sustained motor improvement in Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Neural Regeneration Research","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute; Toronto Rehabilitation Institute","funders":"","keywords":"Synaptic plasticity; Disease; Neuroplasticity; Long-term potentiation; Plasticity; Motor neuron","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004864003,0.0001161036,0.000126061,0.0003763483,0.0003595811,0.0003094935,0.0002992729,0.00004724244,0.00001586505],"category_scores_gemma":[0.002523381,0.0001009733,0.00004933541,0.0004742881,0.0001078682,0.00020262,0.000149534,0.0002455967,0.000005299333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919074,"about_ca_system_score_gemma":0.0002093294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002958334,"about_ca_topic_score_gemma":0.0000592642,"domain_scores_codex":[0.9980195,0.0002915256,0.0002644917,0.0005347414,0.0004097824,0.0004799563],"domain_scores_gemma":[0.9985246,0.0009567674,0.00003529617,0.0001904372,0.0001837296,0.0001091584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004114388,0.0001276497,0.0004754766,0.0001362109,0.00000328213,0.00001853681,0.0000896343,0.002595754,0.9749613,0.005649443,0.002000686,0.01353058],"study_design_scores_gemma":[0.0005934418,0.0001852779,0.001677891,0.0000476697,0.000002684748,4.345421e-7,0.00005737286,0.4820608,0.511274,0.0009347624,0.003073683,0.00009202164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869663,0.0000609511,0.005141397,0.006256218,0.0003348307,0.001023315,0.00001911416,0.00004653519,0.0001513219],"genre_scores_gemma":[0.9953307,0.00001201924,0.0001366511,0.0005488257,0.0001158418,0.0003469551,0.000005146338,0.00001058278,0.003493305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.479465,"threshold_uncertainty_score":0.411757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187320864063346,"score_gpt":0.3737585197232797,"score_spread":0.3018853110826462,"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."}}