{"id":"W2013930506","doi":"10.1002/hbm.21232","title":"Age‐related changes in topological organization of structural brain networks in healthy individuals","year":2011,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Institute of Information and Communications Technology; Iran Telecommunication Research Center; National Cheng Kung University; Ministry of Education, Culture, Sports, Science and Technology; University of Canterbury","keywords":"Betweenness centrality; Hum; Modular design; Node (physics); Psychology; Neuroscience; Topology (electrical circuits); Computer science; Mathematics; Centrality; Physics; Statistics; Combinatorics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006810733,0.0001725787,0.0003179919,0.0004078941,0.0002021347,0.00001813255,0.000240441,0.0001459388,0.0002988175],"category_scores_gemma":[0.006564097,0.0001724647,0.00002901422,0.001188371,0.0002532512,0.000144571,0.0001983551,0.0003335704,0.000005674061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009718839,"about_ca_system_score_gemma":0.00002141794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001182342,"about_ca_topic_score_gemma":0.000709373,"domain_scores_codex":[0.9980392,0.0004749881,0.0004114626,0.000487323,0.000209829,0.0003771858],"domain_scores_gemma":[0.9973342,0.002207768,0.000193429,0.0001863813,0.00003444798,0.00004374529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005906201,0.000206469,0.7153986,0.0001072305,0.00002244884,0.0001317568,0.02631261,0.000858075,0.1628854,0.09185274,0.001340809,0.0008247691],"study_design_scores_gemma":[0.0007519612,0.000189941,0.9854891,0.00006812077,0.000001770398,0.00001176793,0.0005841628,0.0003860545,0.001168265,0.01104406,0.0001051913,0.0001995558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916013,0.00003856378,0.0001433539,0.006564742,0.0001987788,0.00035243,0.000003617726,0.00007945231,0.001017731],"genre_scores_gemma":[0.9943919,0.000005195732,0.0001056188,0.005307134,0.00005382748,0.00001524031,0.000008734954,0.00001922631,0.00009309262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700905,"threshold_uncertainty_score":0.7858312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09115739796254106,"score_gpt":0.2894494354160191,"score_spread":0.1982920374534781,"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."}}