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Record W3088010130 · doi:10.1111/pcn.13159

Considerations about cognitive communication deficits following <scp>COVID‐19</scp>

2020· letter· en· W3088010130 on OpenAlexaffabout
Ahmad Reza Khatoonabadi, Yves Joanette, Michael A. Nitsche, Ana Inés Ansaldo

Bibliographic record

VenuePsychiatry and Clinical Neurosciences · 2020
Typeletter
Languageen
FieldMedicine
TopicIntensive Care Unit Cognitive Disorders
Canadian institutionsUniversité de MontréalInstitut Universitaire de Gériatrie de MontréalMontreal Heart Institute
Fundersnot available
KeywordsCognitionMedicineDementiaPsychological interventionARDSPandemicDistressIntensive care medicineDiseasePsychologyPsychiatryClinical psychologyCoronavirus disease 2019 (COVID-19)Internal medicineInfectious disease (medical specialty)

Abstract

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Cognitive communication abilities involve mental processes that enable humans to communicate and interact with each other successfully. These abilities involve orientation, attention, memory, problem-solving, executive functions, and language. During the COVID-19 period, due to risk factors such as weak interaction with family and, more critically, ventilator use for oxygen compensation, some patients have suffered from cognitive communication disorders. Since early 2020, the world has faced a pandemic threat caused by the new coronavirus, COVID-19, which first began in Wuhan, China, in December 2019, and is considered a severe threat to public health.1 One crucial but often overlooked feature of this virus is its deleterious effect on communication on various levels (ranging from restrictions in social life to direct consequences of the disease). Appropriate diagnosis of communication deficits and implementation of communication therapies in these patients to reduce respective symptoms are thus required. This also includes consideration of interventions focused on non-verbal communication, because a relevant number of COVID-19 patients suffer from pre-existing diseases affecting verbal communication skills, such as dementia. A severe consequence of COVID-19 is acute respiratory distress syndrome (ARDS), which affects approximately 31% of COVID-19 patients admitted to hospital, according to an early study from China.2 Patients who survive ARDS require adequate treatment after discharge from the intensive care unit (ICU)3 and ARDS survivors show a high prevalence of cognitive impairment. Moreover, patients with pre-existing cognitive impairments have an increased likelihood of a more severe disease-related cognitive decline.4 Post-ICU COVID-19 patients often suffer from voice problems and swallowing difficulties, as well as memory, attention, visuospatial, psychomotor, and executive function deficits, and thus cognitive problems.5, 6 Major cognitive communication problems following ICU admission, including thinking and judgment deficits, can persist for 5–15 years after discharge. Delirium is present in 60–80% of all patients discharged from an ICU. Early evidence from COVID-19 patients suggests that when delirious symptoms are reduced, respective cognitive communication impairments may become more apparent, and some patients may require inpatient rehabilitation.7 The recognition and treatment of respective symptoms is essential because cognitive communication impairments are associated with a significantly reduced quality of life and social isolation, as well as reduced social adjustment and stress reactions caused by their impact on interactions in daily activities.8 Due to the critical effect of cognitive impairments on communication (both verbal and non-verbal), we recommend a screening test, such as the Montreal Cognitive Assessment, and when possible a comprehensive assessment of cognitive abilities at admission and discharge from the ICU for COVID-19 survivors to avoid the oversight of such essential symptoms. Also, long-term consequences at the cognitive/central nervous system levels should not be ignored. Treatment of cognitive communication skill deficiencies should be an essential component of rehabilitation programs, which should start as early as possible to enhance the quality of life in COVID-19 survivors. These rehabilitation activities may not be fully implemented in a subgroup of patients profoundly affected by COVID-19, that is, patients in long-term care facilities, due to social isolation because of restrictions on family caregivers, and the limited availability of care staff. Moreover, the use of masks and face shields as an essential precondition for rehabilitative activities in patients affected by COVID-19 interferes with natural communication involving facial expression. At the same time, residents in long-term care facilities do not always understand the use of masks, and natural communication treatment requires an average of at least 45 min per day, which is not available in this setting. In those cases, attention should be focused on training staff members to reduce communication barriers and encourage communication between family members and the affected individual using other methods. The use of emotion-based communication using personally meaningful materials (e.g., music, pictures) could be helpful.9 Augmentative and alternative communication (AAC) has been shown to have a positive impact on the communication of individuals with dementia. Generally, AAC includes unaided and aided systems. Unaided systems do not require specific tools, such as gestures and facial expressions, while aided systems include technological (e.g., computer technology, such as digital life story aids) and non-technological (e.g., memory books and communication wallets) items. In COVID-19 patients admitted to the ICU who suffer from related problems, these rehabilitation techniques should be seriously considered. Furthermore, AAC can be used for a long time after discharge if survivors are not able to communicate well.10 Communication is central to human nature and equilibrium. The COVID-19 pandemic has shown that communication deficiencies can have a deleterious impact on patients who have suffered from the disease's acute stage, as well as those impacted by the extraordinary distancing and sanitary measures put in place to control virus propagation. Special attention should be paid to post-acute-stage cognitive communication abilities and communication-supporting conditions for those living in extreme social isolation conditions. The authors wish to thank the Tehran University of Medical Sciences for supporting activity in rehabilitation of COVID-19 affairs. The authors declare no conflicts of interest.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.085
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.101
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.085
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.068
GPT teacher head0.376
Teacher spread0.308 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations4
Published2020
Admission routes2
Has abstractyes

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