{"id":"W2560429321","doi":"10.1371/journal.pone.0173672","title":"Physical activity levels determine exercise-induced changes in brain excitability","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transcranial magnetic stimulation; Facilitation; Motor cortex; Aerobic exercise; Neuroplasticity; Tonic (physiology); Silent period; Physical medicine and rehabilitation; Medicine; Primary motor cortex; Stimulation; Psychology; Neuroscience; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001315933,0.0001552158,0.0003612287,0.0000569167,0.0002677309,0.00006696071,0.0003351177,0.0000495701,0.00005415249],"category_scores_gemma":[0.002195246,0.000151438,0.00004078131,0.00009293302,0.0001865473,0.0002225965,0.0001310336,0.000161273,0.00005351197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198376,"about_ca_system_score_gemma":0.00001601953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008590344,"about_ca_topic_score_gemma":0.0002831268,"domain_scores_codex":[0.9986818,0.00008854119,0.0001056956,0.0004615093,0.0003825064,0.0002798945],"domain_scores_gemma":[0.9986086,0.0005762508,0.00009277136,0.0006236226,0.00003451834,0.00006419988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007197449,0.001462434,0.003272452,0.00004595939,0.000003652151,0.000008076267,0.0005387361,8.98304e-7,0.9823628,0.00002564452,0.000001504616,0.01220584],"study_design_scores_gemma":[0.0006081439,0.00008454053,0.5552679,0.00005674248,0.00001438519,2.236538e-7,0.000005217446,0.001248782,0.4422603,0.0003381695,0.000002666065,0.0001129378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937866,0.000004150885,0.00001392738,0.004592065,0.00005721348,0.0004971038,0.00002346752,0.00007424165,0.0009511836],"genre_scores_gemma":[0.9993984,0.000005857448,0.0001028477,0.00009781367,0.0001060853,0.00007806284,1.332045e-7,0.0000157025,0.0001951043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5519955,"threshold_uncertainty_score":0.6175464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2673111807446776,"score_gpt":0.3419700523415661,"score_spread":0.07465887159688844,"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."}}