{"id":"W3127211292","doi":"10.1016/j.bandl.2021.104921","title":"White matter microstructural differences underlying beta oscillations during speech in adults who stutter","year":2021,"lang":"en","type":"article","venue":"Brain and Language","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychology; White matter; Magnetoencephalography; Stuttering; Fractional anisotropy; Tractography; Putamen; Neuroscience; Basal ganglia; Premotor cortex; Audiology; Electroencephalography; Magnetic resonance imaging; Central nervous system; Developmental psychology; Anatomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102705,0.0001617412,0.0001589402,0.0004513296,0.0002496128,0.0003892104,0.00008379635,0.0002306888,0.001844254],"category_scores_gemma":[0.0006932902,0.0001461782,0.0001080693,0.0002189161,0.0002486614,0.0003673629,0.0002311743,0.0002157959,0.0001843028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010074,"about_ca_system_score_gemma":0.0001026235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249887,"about_ca_topic_score_gemma":0.005971716,"domain_scores_codex":[0.9999658,0.000003152639,0.000004237269,0.00001091071,0.00000523857,0.000010663],"domain_scores_gemma":[0.9997279,0.00009474976,0.00009724065,0.00001187684,0.00003122434,0.00003698086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004532041,0.0004030917,0.5469294,0.000192691,0.0003037961,0.00353916,0.006789733,0.0005898888,0.3904734,0.0005122203,0.000422238,0.04531233],"study_design_scores_gemma":[0.000008275751,0.0001292231,0.9967999,0.000003601145,0.00002267836,0.0004769384,0.0006183097,0.0001644748,0.001618999,0.00009936581,0.00005544328,0.000002736316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996393,0.00004561491,0.00007249491,0.00001458115,0.000001903329,0.000002628341,0.00003542043,0.000001833468,0.0001860988],"genre_scores_gemma":[0.9996395,0.00003802592,0.00005665457,0.00001104146,0.000004224538,0.000004010671,0.00004540642,0.000002006199,0.0001993015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002249887,"threshold_uncertainty_score":0.006169677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086260861598567,"score_gpt":0.3210536686286612,"score_spread":0.3001910600126756,"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."}}