{"id":"W4302304734","doi":"10.3389/fnhum.2022.992649","title":"Paradoxical markers of conscious levels: Effects of propofol on patients in disorders of consciousness","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; Montreal General Hospital","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; International Anesthesia Research Society","keywords":"Unconsciousness; Wakefulness; Consciousness; Propofol; Neuroscience; Persistent vegetative state; Psychology; Neural correlates of consciousness; Electroencephalography; Functional connectivity; Consciousness Disorders; Minimally conscious state; Cognition; Medicine; Anesthesia; Psychiatry","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":[0.00009621291,0.0001810286,0.0002450216,0.000302198,0.0003471136,0.0002878779,0.0001087096,0.0002713827,0.000362088],"category_scores_gemma":[0.001037369,0.00006965502,0.0001312366,0.0002085255,0.0003708485,0.000209058,0.0003107204,0.0003240871,0.00005014961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867835,"about_ca_system_score_gemma":0.0001924274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000940325,"about_ca_topic_score_gemma":0.001412782,"domain_scores_codex":[0.9999057,0.00001812697,0.00001215107,0.00001708175,0.00002203193,0.00002490873],"domain_scores_gemma":[0.999786,0.00006838955,0.00005918825,0.00001835757,0.00001944705,0.00004868182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556256,0.0002359865,0.8455835,0.00009101057,0.00007505291,0.06999014,0.006546471,0.0003315664,0.03289935,0.0002266099,0.0002131265,0.04225099],"study_design_scores_gemma":[0.00002815639,0.001683329,0.9479857,0.00001371458,0.00008111984,0.04102694,0.003000446,0.0005161526,0.004781757,0.000286707,0.0005706702,0.00002522724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996178,0.00005526913,0.00006952708,0.00002477618,0.000001264762,0.000004099565,0.000007536164,0.000002323684,0.0002172169],"genre_scores_gemma":[0.9998738,0.00003779258,0.00004081686,0.00001253591,0.000001830746,0.000001524542,0.000008205443,5.009268e-7,0.00002316882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000940325,"threshold_uncertainty_score":0.001869678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782847638238825,"score_gpt":0.2515899637739559,"score_spread":0.2337614873915677,"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."}}