{"id":"W1903711939","doi":"10.1002/hbm.22883","title":"<scp>GABA<sub>A</sub></scp> receptor deficits predict recovery in patients with disorders of consciousness: A preliminary multimodal [<sup>11</sup>C]Flumazenil <scp>PET</scp> and f<scp>MRI</scp> study","year":2015,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China; Hope for Depression Research Foundation; National Science Fund for Distinguished Young Scholars; National Science Foundation","keywords":"Flumazenil; GABAA receptor; Minimally conscious state; GABAergic; Functional magnetic resonance imaging; Wakefulness; Neuroscience; Anterior cingulate cortex; Persistent vegetative state; Receptor; Benzodiazepine; Psychology; Medicine; Internal medicine; Consciousness; Electroencephalography; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002350618,0.0004245939,0.000257865,0.0004342201,0.0002309905,0.000335933,0.0001618068,0.0003447441,0.001294663],"category_scores_gemma":[0.0005274141,0.0001161149,0.0002170598,0.0001643991,0.0002962199,0.0002092974,0.0002376498,0.0003015038,0.0002098795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193816,"about_ca_system_score_gemma":0.0001894237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009562224,"about_ca_topic_score_gemma":0.001740897,"domain_scores_codex":[0.9999369,0.00001178233,0.000009830751,0.0000140393,0.00001122258,0.0000163102],"domain_scores_gemma":[0.9997584,0.00004893929,0.00006214783,0.00001617079,0.00003257263,0.00008179618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00451522,0.000468953,0.9662216,0.00004705557,0.0001449899,0.001170598,0.0001807227,0.0002275173,0.01935967,0.00002757673,0.00013149,0.007504644],"study_design_scores_gemma":[0.00006637209,0.001224355,0.9955968,0.000004291997,0.00006997112,0.001281406,0.0001447073,0.0002739841,0.001211561,0.00003147968,0.00009014285,0.000004898587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996796,0.00006359683,0.00005870684,0.00001320984,0.000001035764,0.00001180559,0.00003764744,0.000002428742,0.0001319447],"genre_scores_gemma":[0.9997653,0.00002332174,0.00005814929,0.000009697289,0.00000231428,0.000008062115,0.00008412125,5.664652e-7,0.00004855405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001294663,"threshold_uncertainty_score":0.004331112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269737960119094,"score_gpt":0.2633233393524674,"score_spread":0.236349543340558,"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."}}