{"id":"W4319795032","doi":"10.3389/fnhum.2022.1035195","title":"Assessing awareness in severe Alzheimer’s disease","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University College London Hospitals NHS Foundation Trust; National Institute for Health and Care Research; Wellcome Trust; Canadian Institute for Advanced Research","keywords":"Psychology; Consciousness; Transcranial magnetic stimulation; Electroencephalography; Perception; Functional magnetic resonance imaging; Level of consciousness; Persistent vegetative state; Disease; Audiology; Negativity effect; Cognitive psychology; Neuroscience; Medicine; Minimally conscious state; Stimulation; Developmental psychology; Internal medicine","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":[0.001056105,0.0003811238,0.0003868321,0.001165181,0.0001942604,0.0005296794,0.0001873187,0.0003302377,0.0003909132],"category_scores_gemma":[0.002528159,0.0001322872,0.0002352816,0.0003527472,0.0002774569,0.0006649268,0.0005640838,0.0003612606,0.00008574933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559755,"about_ca_system_score_gemma":0.0001547294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007063844,"about_ca_topic_score_gemma":0.001435567,"domain_scores_codex":[0.9996674,0.0001135841,0.00008256812,0.00003731133,0.00007385833,0.00002517907],"domain_scores_gemma":[0.9986284,0.0003758351,0.0005049225,0.00006841181,0.000237916,0.0001845467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001479239,0.0003183705,0.9169723,0.0002766709,0.0002665729,0.001452724,0.001207569,0.0005308888,0.01323578,0.0001822028,0.0005608145,0.06351694],"study_design_scores_gemma":[0.00001986817,0.00116943,0.9921592,0.00003134575,0.00006820277,0.002754244,0.0004335212,0.0008203631,0.001484145,0.0005623634,0.0004783883,0.00001894103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973876,0.0005886511,0.0006417803,0.00005565312,0.000009262313,0.00003530248,0.00004516565,0.00001388299,0.001222624],"genre_scores_gemma":[0.9986557,0.000274975,0.0008384502,0.00003481339,0.00001799649,0.00001015845,0.00006150308,0.00000116747,0.0001052918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001165181,"threshold_uncertainty_score":0.005585313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199363953297448,"score_gpt":0.3472997754448373,"score_spread":0.2273633801150924,"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."}}