{"id":"W2059687444","doi":"10.1016/j.neubiorev.2013.05.004","title":"Finding a way in: A review and practical evaluation of fMRI and EEG for detection and assessment in disorders of consciousness","year":2013,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; McMaster University","keywords":"Electroencephalography; Functional magnetic resonance imaging; Neuroimaging; Cognition; Psychology; Persistent vegetative state; Consciousness; Perception; Functional neuroimaging; EEG-fMRI; Cognitive psychology; Population; Brain activity and meditation; Neuroscience; Medicine; Minimally conscious state","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006069782,0.0002803125,0.002191989,0.0003925075,0.00004015816,0.00002784182,0.00008905274,0.0001538852,0.00001740329],"category_scores_gemma":[0.002906141,0.0002001622,0.000125199,0.0007421539,0.0004548535,0.0002087966,0.0001012545,0.0004793135,4.736319e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197029,"about_ca_system_score_gemma":0.000468228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005508925,"about_ca_topic_score_gemma":0.00007499762,"domain_scores_codex":[0.9966331,0.0006250994,0.001303175,0.0005899664,0.0005786116,0.0002700595],"domain_scores_gemma":[0.99862,0.00007363586,0.0007166402,0.0003245718,0.0001411579,0.0001239798],"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":[0.000004369072,0.0001162428,0.0006496594,0.0576756,2.578871e-7,9.447849e-7,0.00002239569,5.475649e-9,0.0002528578,0.00001554778,0.00001805644,0.9412441],"study_design_scores_gemma":[0.001734939,0.001679658,0.02027316,0.1166332,0.003430203,0.0003024997,0.00006217157,0.0004500298,0.000005278849,0.00006379998,0.8549263,0.0004386769],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006317892,0.9814348,0.00003921756,0.00005550444,0.00006608307,0.0120463,0.00001656254,0.000004275927,0.0000193458],"genre_scores_gemma":[0.003052735,0.9939437,0.001106868,0.00004671538,0.000005343692,0.001813477,0.000006357759,0.00001894606,0.000005893187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9408054,"threshold_uncertainty_score":0.8162379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4414010100093652,"score_gpt":0.5625695064378521,"score_spread":0.1211684964284869,"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."}}