{"id":"W4390731076","doi":"10.3233/nre-230135","title":"Swallowing dysfunctions in patients with disorders of consciousness: Evidence from neuroimaging data, assessment, and management","year":2024,"lang":"en","type":"article","venue":"Neurorehabilitation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Fondazione Europea Ricerca Biomedica; Fonds Léon Fredericq; Belgian Federal Science Policy Office; Mind Science Foundation; Fonds De La Recherche Scientifique - FNRS; Koning Boudewijnstichting; National Natural Science Foundation of China; European Commission; Fundação Bial; European Space Agency","keywords":"Swallowing; Persistent vegetative state; Consciousness Disorders; Psychology; Insula; Consciousness; Neuroimaging; Level of consciousness; Supplementary motor area; Dysphagia; Minimally conscious state; Physical medicine and rehabilitation; Medicine; Neuroscience; Functional magnetic resonance imaging; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005219219,0.0001369538,0.0001702705,0.0002562489,0.000145726,0.00003176874,0.0001741247,0.00002898335,0.00005019024],"category_scores_gemma":[0.00009290829,0.0001195988,0.00001876423,0.0003921413,0.00007742363,0.0009540418,0.0002827703,0.0002619173,0.00001010393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009197851,"about_ca_system_score_gemma":0.00006970651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003972467,"about_ca_topic_score_gemma":0.0007466032,"domain_scores_codex":[0.9981397,0.0003390545,0.0004220498,0.000559144,0.0003210011,0.0002190938],"domain_scores_gemma":[0.9978814,0.001454348,0.00009197336,0.0004782831,0.00005304207,0.00004092839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004242047,0.00009577367,0.9818082,0.0007961007,0.00004306715,0.000002658973,0.0009665927,0.00007076459,0.00005280765,0.001657645,0.0008338226,0.01363012],"study_design_scores_gemma":[0.0007895757,0.0001462908,0.989305,0.0009324694,0.0000968827,1.499139e-8,0.001207687,0.004944151,3.13411e-7,0.0008852236,0.001589347,0.0001030993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851646,0.0001076075,0.009357738,0.001620167,0.0007757939,0.001647181,0.00004683589,0.00009975959,0.001180319],"genre_scores_gemma":[0.9947286,0.0001498059,0.004567072,0.0001360072,0.0000188326,0.0001477075,0.0001570793,0.00002523924,0.00006970656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352702,"threshold_uncertainty_score":0.4877096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352632756563753,"score_gpt":0.3912148994082423,"score_spread":0.3559516237518671,"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."}}