{"id":"W2908401208","doi":"10.1162/netn_a_00077","title":"Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age","year":2019,"lang":"en","type":"article","venue":"Network Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Cardiff University","keywords":"Magnetoencephalography; Nonlinear system; Psychology; Human brain; Cognition; Trajectory; Neuroscience; Cognitive psychology; Computer science; Developmental psychology; Physics; Electroencephalography","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":[0.0004247208,0.0002511868,0.0001837264,0.001499059,0.0002421012,0.0005168563,0.0001947905,0.000253215,0.00149318],"category_scores_gemma":[0.002942063,0.0001454354,0.000193285,0.0007322082,0.0003118579,0.0004429141,0.000545779,0.0002030495,0.0002884315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182676,"about_ca_system_score_gemma":0.0002763165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082347,"about_ca_topic_score_gemma":0.0144469,"domain_scores_codex":[0.9998734,0.00001601352,0.00001169001,0.00005153139,0.0000211462,0.00002621522],"domain_scores_gemma":[0.9993131,0.0001330573,0.0002870736,0.00006600131,0.0001264168,0.00007436071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003097669,0.00002408177,0.9604044,0.00005271316,0.00006154858,0.0005350167,0.001596474,0.0006691253,0.008985992,0.0006082742,0.0004254452,0.02632716],"study_design_scores_gemma":[5.15111e-7,0.00002181559,0.9989462,0.000004678398,0.00000479079,0.0002096577,0.0001305098,0.0001042307,0.0002851595,0.0001422178,0.0001480431,0.000002233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974489,0.0003031642,0.0005436262,0.0000398689,0.000002493466,0.000004740466,0.0007843581,0.00002450566,0.0008484061],"genre_scores_gemma":[0.9983112,0.0002271316,0.0005606197,0.00000698215,0.000002375187,0.000009799074,0.0006233357,0.000009904376,0.0002486188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082347,"threshold_uncertainty_score":0.02152091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286886048080575,"score_gpt":0.2298021610640583,"score_spread":0.2011135562560009,"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."}}