Clinical and Laboratory Profile of COVID-19 Pneumonia Patients With a Complicated Post-Intensive Care Unit Hospital Course
Notice bibliographique
Résumé
BACKGROUND: Characteristics of intensive care unit (ICU) downgrades who experience a complicated post-ICU ward course (ICU return or floor death) and the incidence of this phenomenon have not been examined in ICU survivors of coronavirus disease 2019 (COVID-19) pneumonia. The aim of the present study was to establish the rate of a complicated post-ICU ward course among survivors of COVID-19 pneumonia and describe the associated patient, ICU management, and serum biomarker characteristics. An additional aim was to compare these parameters between those who experienced a complicated post-ICU course and those who did not. METHODS: This was a retrospective study of patients who were admitted to the ICU with COVID-19 pneumonia and were downgraded to a hospital floor at the end of their initial ICU stay. Patients were divided based on a complicated or uncomplicated post-ICU course. Groups were compared with respect to relevant clinical variables. Serum biomarker levels were compared on day of ICU exit and were trended in the days preceding the downgrade. Ward stay of patients who had a complicated course was examined for notable floor events surrounding their decompensation. RESULTS: Eighteen out of 99 downgraded patients (18%) experienced a complicated post-ICU course, among them there were 14 returns (14%) and four deaths (4%). They had higher Charlson Comorbidity Index, higher Acute Physiology and Chronic Health Evaluation (APACHE) IV score, as well as higher D-dimer and C-reactive protein (CRP) at ICU departure. They were less likely to have received therapeutic anticoagulation and convalescent plasma during their ICU stay. On multivariable analysis, these parameters except D-dimer remained independently associated with a complicated course. Review of biomarker trends preceding ICU exit demonstrated an upward trajectory of D-dimer, CRP, and lactate dehydrogenase (LDH) in the complicated course group not mirrored by the uncomplicated course group. Examination of notable floor events leading up to decompensation revealed that in 50% the ward course was characterized by new cardiac disturbances. CONCLUSIONS: Our rate of ward death among ICU downgrades was similar to pre-COVID data, but the rate of ICU return was higher. Complicated post-ICU course patients were exhibiting upward biomarker trends at ICU exit, and their ward stay was punctuated by acute cardiac abnormalities.
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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».