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Record W3093287766 · doi:10.1016/j.eclinm.2020.100599

My journey with COVID-19

2020· article· en· W3093287766 on OpenAlexaffabout
Mônica Malta

Bibliographic record

VenueEClinicalMedicine · 2020
Typearticle
Languageen
FieldPsychology
TopicCOVID-19 and Mental Health
Canadian institutionsCentre for Addiction and Mental HealthUniversity of Toronto
Fundersnot available
KeywordsMedicineFeelingPandemicIsolation (microbiology)Coronavirus disease 2019 (COVID-19)PovertyRest (music)Economic growthDiseasePsychologySocial psychology

Abstract

fetched live from OpenAlex

I'm a global health researcher working to address health and gender inequalities in the Global South. During my work in areas where Malaria or Dengue Fever are endemic, I always took extra precautions to avoid getting infected. I never anticipated that while living in a large, urban city from Canada I would be at higher risk… Until the COVID-19 pandemic. During lockdown, like most working mothers, I became the major responsible for childcare and housework [[1]UN Women. COVID-19 and its economic toll on women: the story behind the numbers. Available at: https://www.unwomen.org/en/news/stories/2020/9/feature-COVID-19-economic-impacts-on-women.Google Scholar]. To finish all my research related activities, I frequently worked until late at night. During the day I was juggling work, home and homeschooling… In mid May I started feeling weak and had more trouble breathing. As someone with an immunodeficiency disorder, I didn't pay too much attention. I though it was due to sleep deprivation and excessive working hours… But it was COVID-19. The symptoms worsened quickly and in a few days I was not able to get out of bed. Now I was under lockdown, unable to work or look after my kids, with stress piling up. My physician considered the symptoms mild, recommending isolation and rest at home… I laughed: How does someone isolate and rest with three little kids at home and so much work to do? I was bedridden for three weeks, with difficulty breathing, headache, conjunctivitis, sore throat, aches and pain. I completely lost my appetite. During two months I could not taste or smell anything, hot or cold, sweet, salty, spice, nothing at all. My fatigue was debilitating. More than four months later, my symptoms have not gone away. My heart still races a few times a day - even while I am sitting at the computer and writing this piece. It is hard to concentrate for long periods. Imagine a scientist that cannot concentrate properly… That's me. What about the stress? It keeps piling up, with no light on the horizon. I'm what has been identified as a ‘long-hauler’, those individuals who survived a COVID-19 infection but are enduring long-term symptoms [[2]Couzin-Frankel J From ‘brain fog’ to heart damage, COVID-19’s lingering problems alarm scientists.Science. July 31, 2020; (Available at:)https://www.sciencemag.org/news/2020/07/brain-fog-heart-damage-COVID-19-s-lingering-problems-alarm-scientistsCrossref Google Scholar]. Fatigue is one of the most common symptom, while many report racing heartbeat, enduring achy joints and shortness of breath. Several 'long-haulers’ are also experiencing long term loss of sense of smell/taste and cognitive effects often described as ‘brain fog’. To a smaller extent, some experience damage to the heart, lungs, kidneys, and brain [[3]Sudre CH, Lee K, Lochlainn MN, et al. Symptom clusters in Covid19: a potential clinical prediction tool from the COVID Symptom study app. doi: https://doi.org/10.1101/2020.06.12.20129056; medRxiv preprint available at: https://www.medrxiv.org/content/10.1101/2020.06.12.20129056v1.full.pdf+htmlGoogle Scholar]. Less than a year with this pandemic, it is still too soon to say if ‘long-haulers’ will develop a chronic disability. However, it is also way too soon to understand how long my COVID-19 damage will last. The same uncertainty is faced by hundreds of thousands of people all over the world. The likelihood of someone with COVID-19 to develop persistent symptoms is still hard to predict, and it is unclear why it impacts some people more severely than others. But we know it is happening. A study in Italy identified that only 12.6% patients hospitalized for acute COVID-19 were completely free of any COVID-19–related symptom two months later, while 32% had 1 or 2 symptoms and 55% had 3 or more [[4]Carfì A. Bernabei R. Landi F. Gemelli Against COVID-19 Post-Acute Care Study GroupPersistent Symptoms in Patients After Acute COVID-19.JAMA. 2020 Aug 11; 324: 603-605Crossref PubMed Scopus (2444) Google Scholar]. Data from the “COVID Symptom Study” includes information from over 4200,000 people using their app in the United States, United Kingdom, and Sweden. The study suggests that 10% to 15% of people don't recover within 1 month [[5]COVID Symptom Study. Available at: https://covid.joinzoe.comGoogle Scholar]. So far, it is not possible to know for how long those symptoms will endure, and whether COVID-19 might prompt the onset of chronic diseases among a subsample of patients. Many persons experiencing long lasting COVID-19 symptoms received a negative test, and cannot prove they were ever infected in the first place [[6]Tuller D. A dilemma for ‘long-haulers’: many can't prove they ever had COVID-19.StatNews. August 26, 2020; (Available at:)https://www.statnews.com/2020/08/26/long-haulers-dilemma-many-cannot-prove-they-had-covid19/Google Scholar]. For those who tested positive for COVID-19, several were not considered sick enough to be hospitalized. A very common complain of ‘long haulers’ is that some healthcare professionals dismiss their complains and symptoms, suggesting that it's just stress or anxiety [[7]New York Times. For Long-Haulers, COVID-19 Takes a Toll on Mind as Well as Body. Available at: https://www.nytimes.com/2020/09/07/health/coronavirus-mental-health-long-hauler.html.Google Scholar]. The additional mental distress of dealing with health professionals disbelief while facing an unknown prognosis is brutal. Many are finding support in online groups such as the Body Politic, where more than 14,000 persons from all over the world discuss their COVID-19 symptoms - many lasting for more than 3 months [[8]Body Politic: COVID-19 Support Group. Available at: https://www.wearebodypolitic.com/covid19.Google Scholar]. Like many long-haulers, my goal is to resume previous normal and productive life. However, I still experience a plethora of long-term symptoms, including extreme fatigue and brain fog. Many long-haulers fear unemployment, as they face incapacitating symptoms and/or lower productivity. The burden of having a possible long-term condition is very stressful. But when allied with the prospects of unemployment, and for many, loss of health insurance, it can be unbearable. I'm grateful for being alive, still employed and living in a country offering universal, publicly funded healthcare. Many don't have the same privilege. The COVID-19 pandemic is deepening inequality among the most vulnerable communities worldwide. In the Global South, a majority of HIV, TB and Malaria programs are facing disruptions, while extreme poverty and malnutrition is rising [[9]Hogan A.B. Jewell B.L. Sherrard-Smith E. et al.Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study.Lancet Glob Health. 2020 Sep; 8: e1132-e1141Summary Full Text Full Text PDF PubMed Scopus (467) Google Scholar]. The true effect of the pandemic on mothers and infants increased mortality will only become clear in a few years [[10]Roberton T. Carter E.D. Chou V.B. et al.Early estimates of the indirect effects of the COVID-19 pandemic on maternal and child mortality in low-income and middle-income countries: a modelling study.Lancet Glob Health. 2020; 8: e901-e908Summary Full Text Full Text PDF PubMed Scopus (745) Google Scholar]. If a percentage of those millions surviving COVID-19 develop long term disabilities, the burden will, once again, be heavier among highly disenfranchised populations living in the Global South. As a researcher and a survivor, it is my duty to fight for their lives. NA.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.535
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0110.001

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 head0.289
GPT teacher head0.533
Teacher spread0.244 · 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; both teacher heads agree on what is shown here.

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".

Quick stats

Citations3
Published2020
Admission routes2
Has abstractyes

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