{"id":"W4225931153","doi":"10.1093/braincomms/fcac058","title":"Structural brain network topological alterations in stuttering adults","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Stuttering; Connectome; Psychology; Fluency; Cognition; Neuroscience; Cognitive psychology; Developmental psychology; Functional connectivity","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004047079,0.000111149,0.0001370902,0.0001069728,0.0009119048,0.00003910225,0.0009088481,0.00003390573,0.002672445],"category_scores_gemma":[0.0001198838,0.0001134716,0.00005818556,0.0004079197,0.000131042,0.00005071512,0.001053992,0.0004717945,0.00007329667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578408,"about_ca_system_score_gemma":0.00003559042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000886225,"about_ca_topic_score_gemma":0.001126804,"domain_scores_codex":[0.9980798,0.0008432702,0.0002622655,0.0002479735,0.0001582109,0.0004084525],"domain_scores_gemma":[0.9972587,0.001180616,0.0000529531,0.001413829,0.00002008755,0.00007384254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007023944,0.001903214,0.1461839,0.00001829357,0.0003991176,0.0002559023,0.03210265,0.006722505,0.0003429022,0.5993383,0.131461,0.0805698],"study_design_scores_gemma":[0.003427495,0.0006888239,0.8521686,0.00003402072,0.00001227667,0.0001612132,0.005901309,0.004817121,0.000004796831,0.01494521,0.1173702,0.00046901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004457,0.0011278,0.00009652568,0.07364892,0.0003347345,0.000663558,0.00007882938,0.0001253723,0.02347857],"genre_scores_gemma":[0.9937543,0.000008616594,0.001291844,0.002001485,0.00007021564,0.001161983,0.0001805948,0.00001463027,0.001516353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7059846,"threshold_uncertainty_score":0.9982392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07956882896855601,"score_gpt":0.3976385487591532,"score_spread":0.3180697197905972,"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."}}