{"id":"W3155614392","doi":"10.1016/j.nicl.2021.102682","title":"Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury","year":2021,"lang":"en","type":"article","venue":"NeuroImage Clinical","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gates Cambridge Trust; Evelyn Trust; Royal College of Anaesthetists; National Institute for Health and Care Research; UCLH Biomedical Research Centre; Medical Research Council; Canadian Institute for Advanced Research; Cambridge Trust; University of Cambridge","keywords":"Consciousness; Covert; Psychology; Diffusion MRI; Neuroscience; Connectome; Human brain; Wakefulness; Minimally conscious state; Insula; Persistent vegetative state; Traumatic brain injury; Connectomics; Brain Structure and Function; Cognition; Medicine; Functional connectivity; Psychiatry; Electroencephalography; Magnetic resonance imaging; Philosophy; Radiology","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":[0.0001260118,0.0001444961,0.0002013971,0.0008229336,0.0001623753,0.0002649571,0.0001105929,0.0001847853,0.0006359566],"category_scores_gemma":[0.001182652,0.00010019,0.0001048525,0.0002810489,0.0003868909,0.0002408258,0.000288659,0.0001804998,0.00004655078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445154,"about_ca_system_score_gemma":0.00007593632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006130335,"about_ca_topic_score_gemma":0.0008350501,"domain_scores_codex":[0.9999421,0.000008385091,0.00000816893,0.00001492055,0.00001170739,0.00001467544],"domain_scores_gemma":[0.999332,0.0001374806,0.000347161,0.00006082569,0.0000423017,0.00008021254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501058,0.0001313993,0.7439232,0.0001151558,0.0002921554,0.002518759,0.001502428,0.001662568,0.2050896,0.0008212769,0.0002693233,0.04217303],"study_design_scores_gemma":[0.000004838979,0.000119109,0.9931638,0.000004467964,0.0000192051,0.00161064,0.0001495364,0.001462315,0.002811746,0.0005560542,0.00009231014,0.000005972356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994023,0.00005424915,0.0004071858,0.00001124165,8.239451e-7,0.00000155109,0.00001731162,0.000003631043,0.0001018021],"genre_scores_gemma":[0.9998052,0.00002440173,0.0001096775,0.000002403616,0.000001604477,0.000001377075,0.00002855358,9.959707e-7,0.00002588391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008229336,"threshold_uncertainty_score":0.002127469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06154880769978809,"score_gpt":0.391243226394585,"score_spread":0.3296944186947969,"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."}}