{"id":"W3049509279","doi":"10.1016/j.clinph.2020.07.015","title":"Clinical and advanced neurophysiology in the prognostic and diagnostic evaluation of disorders of consciousness: review of an IFCN-endorsed expert group","year":2020,"lang":"en","type":"review","venue":"Clinical Neurophysiology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Neurological Disorders and Stroke; Eurostars; James S. McDonnell Foundation; Canadian Institute for Advanced Research; Horizon 2020 Framework Programme; National Natural Science Foundation of China; Fundação Bial; Koning Boudewijnstichting; European Commission; Tiny Blue Dot Foundation; Horizon 2020; Dana Foundation; National Institutes of Health","keywords":"Clinical neurophysiology; Persistent vegetative state; Neurophysiology; Consciousness; Medicine; Psychology; Neuroscience; Electroencephalography; 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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002953115,0.0004423694,0.005639994,0.0001590542,0.00002867656,0.000003496508,0.0005532093,0.0004380983,0.00003599795],"category_scores_gemma":[0.06395021,0.0002819248,0.0005858149,0.000577849,0.003460838,0.00005332315,0.0003137389,0.001408293,0.000004471177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009804799,"about_ca_system_score_gemma":0.0005218771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098611,"about_ca_topic_score_gemma":0.000004245039,"domain_scores_codex":[0.9799747,0.01391543,0.004122765,0.001091992,0.0005571726,0.0003379386],"domain_scores_gemma":[0.9603808,0.03663038,0.00141647,0.00105188,0.0003168826,0.0002035878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003062436,0.001079144,0.0005453291,0.05876037,0.0001290483,0.00003175491,0.00004172136,5.000059e-7,0.00005872105,0.00005813261,0.00004349581,0.9389455],"study_design_scores_gemma":[0.01827632,0.07568798,0.5687883,0.220636,0.0116892,0.0003451204,0.0002505655,0.001434315,0.00000203529,0.002600291,0.09890898,0.001380918],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1265744,0.8675976,0.000002036552,0.0004053781,0.0003024448,0.005037657,0.00004261479,0.00001378594,0.00002399945],"genre_scores_gemma":[0.04483524,0.953388,0.0002059004,0.0009424349,0.0001525089,0.0003246947,0.00009418317,0.00005616687,8.805678e-7],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9375646,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.198867336457468,"score_gpt":0.5048318558150261,"score_spread":0.3059645193575581,"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."}}