{"id":"W3197097593","doi":"10.1615/critrevbiomedeng.2021038975","title":"The Effect of Exercise on Neural Activation and Cognition: A Review of Task-Based fMRI Studies","year":2021,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Functional magnetic resonance imaging; Cognition; Physical medicine and rehabilitation; Neuroimaging; Psychology; Medicine; Neural correlates of consciousness; Motor imagery; Brain activity and meditation; Disease; Neuroscience; Physical therapy; Electroencephalography; Brain–computer interface","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001848525,0.001473921,0.00308306,0.003581592,0.0002768032,0.00130798,0.001304645,0.001407411,0.002088797],"category_scores_gemma":[0.004073897,0.0005038019,0.001393557,0.003129992,0.0008254168,0.001429465,0.000711881,0.001138618,0.0007126291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007832365,"about_ca_system_score_gemma":0.001391929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002638669,"about_ca_topic_score_gemma":0.003154162,"domain_scores_codex":[0.9993283,0.0001498863,0.0001906515,0.0001700511,0.0001349599,0.00002625305],"domain_scores_gemma":[0.9958153,0.003374801,0.0003276209,0.00005378119,0.0003793995,0.00004907371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003280219,0.0001118493,0.0006594497,0.1165739,0.0008362613,0.0001215496,0.0001261623,0.0003277885,0.001307715,0.0009694156,0.007884804,0.8707531],"study_design_scores_gemma":[0.0002090706,0.001737992,0.03277442,0.1819653,0.009446147,0.004549989,0.0005762948,0.0007742257,0.003418531,0.007851059,0.7563844,0.0003126521],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001173695,0.9994413,0.00009512908,0.0001286151,0.00005060566,0.000005647076,0.00002104777,0.000002774629,0.0001374782],"genre_scores_gemma":[0.001086643,0.9982859,0.0001953427,0.0001578944,0.0001433064,0.00002156502,0.0000308978,0.000002355022,0.00007594528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003581592,"threshold_uncertainty_score":0.009775996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07687089421785638,"score_gpt":0.3892422642735781,"score_spread":0.3123713700557217,"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."}}