{"id":"W2119618432","doi":"10.1111/j.1749-6632.2010.05947.x","title":"Concepts and principles in the analysis of brain networks","year":2011,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":298,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research","keywords":"Computer science; Graph theory; Cognitive science; Graph; Complex network; Network science; Neuroscience; Theoretical computer science; Brain function; Network analysis; Repertoire; Data science; Artificial intelligence; Psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003216224,0.0002533929,0.001370121,0.0004520309,0.0001958657,0.00002116344,0.002162408,0.0001814253,0.00001264665],"category_scores_gemma":[0.005905834,0.0001269234,0.0005587449,0.004628537,0.003114868,0.0001417,0.0004592037,0.0004083261,6.689933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006352464,"about_ca_system_score_gemma":0.0001327444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001096834,"about_ca_topic_score_gemma":0.0000353777,"domain_scores_codex":[0.9968679,0.000836638,0.0007877176,0.0005639475,0.0006523399,0.0002914771],"domain_scores_gemma":[0.9846874,0.01368514,0.001337152,0.0002223297,0.00002613063,0.00004185327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004786747,0.0002773176,0.001983908,0.003349548,0.001165351,9.024178e-7,0.004944477,0.003254357,0.0001297016,0.1223735,0.03601889,0.8264542],"study_design_scores_gemma":[0.0001090474,0.0001531803,0.006048389,0.003693615,0.00101236,0.000008927973,0.0002760737,0.0003608887,0.0007155794,0.003873027,0.9834201,0.0003287488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00141875,0.9891363,0.000005075055,0.0078907,0.00009061307,0.0004605793,0.00003061498,0.000006167982,0.0009611428],"genre_scores_gemma":[0.03015709,0.9669851,0.00003238901,0.002530055,0.00006011578,0.00001316641,2.657348e-7,0.000007377179,0.0002144218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9474013,"threshold_uncertainty_score":0.9995981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.353232140076509,"score_gpt":0.4229358214378575,"score_spread":0.06970368136134847,"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."}}