{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002242272,0.001756342,0.00165203,0.005033827,0.0007178354,0.002571952,0.002390762,0.001953661,0.002778128],"category_scores_gemma":[0.00281565,0.0005047286,0.001040677,0.005106295,0.008699229,0.006513893,0.001435795,0.003990579,0.001958098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309068,"about_ca_system_score_gemma":0.00190735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902553,"about_ca_topic_score_gemma":0.001638329,"domain_scores_codex":[0.9991214,0.0003116333,0.00007410223,0.0001741877,0.0002797157,0.00003913242],"domain_scores_gemma":[0.9986904,0.0009233296,0.00007051784,0.00009427028,0.0001803197,0.00004113277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001436119,0.00003018993,0.0002777577,0.00515268,0.00009058012,0.0002102284,0.0004213466,0.005141427,0.0007901315,0.6813225,0.02185349,0.2846953],"study_design_scores_gemma":[0.000007807838,0.00002485153,0.000553153,0.001294246,0.00002504296,0.0005439295,0.0001490003,0.002181083,0.0003019087,0.6654612,0.3294151,0.00004267643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000834674,0.8388633,0.1286483,0.006283592,0.001609321,0.00007044306,0.0001549922,0.0001591555,0.02337625],"genre_scores_gemma":[0.01506927,0.9333814,0.04330986,0.001345684,0.002515984,0.0002489401,0.0001552971,0.00004933931,0.003924175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005033827,"threshold_uncertainty_score":0.01675355,"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."}}