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Enregistrement W4220741554 · doi:10.1101/2022.03.25.22272949

Risk factors and preventive interventions for post Covid-19 condition: systematic reviews

2022· preprint· en· W4220741554 sur OpenAlexafffund
Jennifer Pillay, Sholeh Rahman, Samantha Guitard, Aireen Wingert, Lisa Hartling

Notice bibliographique

RevuemedRxiv · 2022
Typepreprint
Langueen
DomaineMedicine
ThématiqueLong-Term Effects of COVID-19
Établissements canadiensUniversity of Alberta
Organismes subventionnairesHealth CanadaStollery Children’s Hospital FoundationChildren's Hospital FoundationPublic Health Agency of CanadaUniversity of AlbertaPublic Health AgencyUniversity of Ottawa
Mots-clésMedicineMEDLINEPsychological interventionSystematic reviewGrading (engineering)Coronavirus disease 2019 (COVID-19)Family medicineInternal medicineDiseasePsychiatryInfectious disease (medical specialty)

Résumé

récupéré en direct d'OpenAlex

ABSTRACT Background The Covid-19 outbreak has presented many challenges to governments and healthcare systems, including observations of symptoms that persist beyond acute infection labelled as post Covid-19 condition. Objectives To systematically identify and synthesize evidence around pre-existing and clinical risk factors for post Covid-19 condition (occurring ≥12 weeks after positive test/symptom onset) (KQ1), and interventions during the acute and post-acute phases of the illness that could potentially prevent post Covid-19 condition (KQ2). Methods We searched Medline and Embase (Jan 2021-Aug 12 2021 [KQ1], and Jan 2020-Jul 28, 2021 [KQ2]), Clinicaltrials.gov, organizational websites, and reference lists of included studies and relevant systematic reviews. Two investigators independently reviewed abstracts and full-text articles against a priori inclusion criteria, and disagreements were resolved through discussion or by consulting a third reviewer. One investigator abstracted data and assessed risk of bias using design-specific criteria, and a second investigator checked data abstraction and assessments for completeness and accuracy. Meta-analysis was performed when there was sufficient clinical and methodological similarity in an exposure-outcome comparison, based on prespecified variables. We assessed the certainty of evidence using the Grading of Recommendations, Assessment, Development and Evaluation approach (GRADE). A relative effect/association of 0.75-1.49 was considered as “little-to-no”, whereas 0.50-0.74/1.5-1.99 was “small-to-moderate” and <0.50/ ≥2.00 was “large” for fewer/benefit or more/harm, respectively Results From 4,672 (KQ1) and 3,781 (KQ2) citations we included 17 and 18 studies, though 4 studies were included for both KQs. We found small-to-moderate associations between female sex and higher non-recovery, fatigue, and dyspnea (moderate certainty). Severe or critical acute-phase Covid-19 severity (versus not) has probably (moderate certainty) a large association with increased cognitive impairment, a small-to-moderate association with more non-recovery, and a little-to-no association with dyspnea. There may be (low certainty) large associations between hospitalization during the acute illness and increased non-recovery, increased dyspnea, and reduced return to work. There may be small-to-moderate associations between several other risk factors and post Covid-19 condition outcomes, including age ≥60 versus <60 (functional incapacity), non-White people (lower return to work), children age >6 versus <2 years (non-recovery), having ≥1 versus no comorbidities (non-recovery), chronic pulmonary disease (fatigue), rheumatologic disorder (depression/anxiety), and chronic obstructive pulmonary disease or hypertension (cognitive impairment). Several other risk factors had low certainty for little-to-no association with one or more outcomes (e.g. diabetes, cardiovascular disease) or very low certainty. Interventions to prevent post Covid-19 condition included medications (standard and traditional/ayurvedic), stem cell therapy, rehabilitation or similar therapies, and screening/referrals at either acute phase (symptom onset to 4 weeks) or early post-acute phase (4-8 week), with short (12-16 weeks) or longer (>16 weeks) follow-up for outcomes. We are very uncertain about the effects of preventive interventions, mainly due to risk of bias, inconsistency/lack of consistency (single studies), and in some cases imprecision. Conclusions Guidelines in relation to surveillance, screening services, and other services such as access to sickness and disability benefits, might need to focus on females and those with previously severe Covid-19 illness. Interventions targeting fatigue, dyspnea, and cognitive impairment (especially in those who had severe Covid-19) may be good to prioritize for development and evaluation to provide evidence on their effects. Inputs from patients and primary care providers should be taken into account when developing new care pathways and some tailoring to individual needs will likely be paramount. Continuous assessment of the rapidly emerging evidence is important to better shape our understanding as the body of evidence grows. Sufficiently powered prospective trials of preventive interventions are warranted. PROSPERO registration CRD42021270354

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,023
score de la tête « metaresearch » (Gemma)0,109
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Revue systématique · Signal consensuel: Revue systématique
GenreSignal candidat: Synthèse · Signal consensuel: Synthèse
Score de désaccord entre enseignants0,023
Score d'incertitude au seuil0,122

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0230,109
Méta-épidémiologie (sens strict)0,0020,002
Méta-épidémiologie (sens large)0,0130,015
Bibliométrie0,0110,010
Études des sciences et des technologies0,0010,001
Communication savante0,0040,003
Science ouverte0,0020,002
Intégrité de la recherche0,0030,002
Charge utile insuffisante (le modèle a refusé de juger)0,0050,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,062
Tête enseignante GPT0,395
Écart entre enseignants0,333 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeRevue systématique
Domainenon disponible
GenreSynthèse

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations2
Publié2022
Routes d'admission2
Résumé présentoui

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