{"id":"W4318339510","doi":"10.1038/s42003-023-04474-1","title":"Distributed harmonic patterns of structure-function dependence orchestrate human consciousness","year":2023,"lang":"en","type":"article","venue":"Communications Biology","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; McDonnell Center for Systems Neuroscience; National Institutes of Health; Gates Cambridge Trust; Cambridge Commonwealth Trust; National Research Foundation; Cambridge University Hospitals; Royal College of Anaesthetists; Medical Research Council; Danmarks Grundforskningsfond; Imperial College London; National Institute for Health and Care Research; NIH Blueprint for Neuroscience Research; National Institute on Aging; Beckley Foundation; Evelyn Trust; Canadian Institute for Advanced Research; University of Cambridge; James S. McDonnell Foundation; NIHR Cambridge Biomedical Research Centre; Alexander Mosley Charitable Trust; Cambridge Trust; Wellcome Trust","keywords":"Consciousness; Connectome; Neuroscience; Psychology; Covert; Human Connectome Project; Decoupling (probability); Computer science; Cognitive science; Functional connectivity; Philosophy","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":[0.00008213702,0.0001382281,0.00009272719,0.0003349243,0.0001109775,0.000302177,0.00009689044,0.0001476757,0.0009209675],"category_scores_gemma":[0.0006281264,0.000095638,0.00009316974,0.0002498993,0.0005404817,0.0004648972,0.0003083754,0.0002004599,0.00008187794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029752,"about_ca_system_score_gemma":0.00007803718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003754985,"about_ca_topic_score_gemma":0.0006134853,"domain_scores_codex":[0.9999595,0.0000077053,0.000001974041,0.00001287533,0.000009999187,0.00000791058],"domain_scores_gemma":[0.9998966,0.00003460879,0.00003145258,0.00001469064,0.00001010421,0.00001241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002626325,0.00003041456,0.02254374,0.0001726423,0.0001124038,0.000499488,0.001057577,0.0060247,0.877408,0.0104939,0.0006180115,0.08077641],"study_design_scores_gemma":[0.00001552807,0.0002371426,0.879685,0.00004174267,0.00008056845,0.001343927,0.0008641998,0.02602752,0.04354839,0.0451775,0.002921805,0.00005669509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636832,0.0004726091,0.03182067,0.0001853433,0.00001088261,0.00001801014,0.0001771327,0.00008057673,0.003551674],"genre_scores_gemma":[0.9968203,0.0001628588,0.002651574,0.00002124143,0.000008943438,0.000007423392,0.00005372131,0.0000143529,0.0002594946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009209675,"threshold_uncertainty_score":0.003080964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056410062266459,"score_gpt":0.3410468603265214,"score_spread":0.2354058540998755,"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."}}