{"id":"W4307772939","doi":"10.1002/hbm.26136","title":"Asymmetric information flow in brain networks supporting expressive language in childhood","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Cincinnati Children's Hospital Medical Center","keywords":"Magnetoencephalography; Psychology; Lateralization of brain function; Betweenness centrality; Neuroscience; Middle temporal gyrus; Cognition; Electroencephalography; Centrality","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001459468,0.000190135,0.0002500723,0.001162259,0.0006931078,0.00008873493,0.0003257785,0.00004837551,0.0001733384],"category_scores_gemma":[0.01277141,0.0002297513,0.00006954932,0.001985631,0.00004987586,0.0006955565,0.0005486702,0.0006877318,0.00001770732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198704,"about_ca_system_score_gemma":0.00004439898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008529065,"about_ca_topic_score_gemma":0.0001081964,"domain_scores_codex":[0.9975572,0.0004931627,0.0005367899,0.0004308695,0.0004534226,0.0005285185],"domain_scores_gemma":[0.9951791,0.004238588,0.0002687839,0.000250214,0.00001784546,0.0000454465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000126933,0.0009629994,0.04226068,0.0002363918,0.00004742171,0.0007897528,0.1624857,0.471797,0.1300695,0.01308276,0.1032714,0.07486951],"study_design_scores_gemma":[0.005651214,0.0003421388,0.784575,0.0002371293,0.000006907783,0.0001208571,0.03484733,0.1236075,0.00145903,0.003888965,0.04373943,0.001524555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787828,0.0001227154,0.002175298,0.008333011,0.0004331379,0.0008757645,0.00002739274,0.0002079055,0.009041985],"genre_scores_gemma":[0.9857705,0.000001433756,0.00009908513,0.01355816,0.0001106333,0.0002146148,0.00003360766,0.00001933631,0.000192655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7423143,"threshold_uncertainty_score":0.9955444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999220143765342,"score_gpt":0.2589104835859551,"score_spread":0.2389182821483017,"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."}}