{"id":"W2122965957","doi":"10.1016/j.neuroimage.2013.09.038","title":"Cognitive ability changes and dynamics of cortical thickness development in healthy children and adolescents","year":2013,"lang":"en","type":"article","venue":"NeuroImage","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":162,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Douglas Mental Health University Institute","funders":"National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; Economic and Social Research Council; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Medical Research Council; Fonds de Recherche du Québec - Santé; National Institutes of Health; Ministerio de Educación, Cultura y Deporte","keywords":"Dynamics (music); Cognition; Psychology; Brain development; Cognitive psychology; Cognitive development; Developmental psychology; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0002400723,0.0001102743,0.0001861213,0.00005784181,0.00004920823,0.0000148981,0.00005264939,0.00006447366,0.0001878171],"category_scores_gemma":[0.0004648992,0.00010718,0.00001095437,0.000085831,0.0002264036,0.00004896236,0.0001210016,0.0002431989,0.00001014851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674995,"about_ca_system_score_gemma":0.00002890341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006456063,"about_ca_topic_score_gemma":0.0007494564,"domain_scores_codex":[0.9989144,0.0001754424,0.0002242109,0.0003355271,0.0001179999,0.0002323697],"domain_scores_gemma":[0.9992607,0.0003926457,0.00006023364,0.0000975256,0.00009461538,0.00009433315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007185265,0.0001723187,0.8817669,0.00006805323,0.000006258153,0.0000060847,0.00104632,9.561296e-9,0.00004399616,0.000126717,0.000004512318,0.116687],"study_design_scores_gemma":[0.0009221245,0.0001607508,0.9978931,0.0001045041,0.000005476451,0.00003266791,0.0005154907,0.0001069306,0.00001991681,0.0001437854,0.000002256253,0.00009302057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998136,0.00009525129,0.0000461024,0.0004498834,0.00005872067,0.0004993118,0.0000211448,0.00001818837,0.0006753315],"genre_scores_gemma":[0.9993169,0.00001460868,0.00006838162,0.0005140564,0.0000145991,0.00003490047,0.00001012275,0.00001183425,0.00001457016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165939,"threshold_uncertainty_score":0.4370674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751263802156379,"score_gpt":0.301915543644822,"score_spread":0.2744029056232582,"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."}}