61 – HYPOXEMIA AS AN INDICATOR FOR PULMONARY EMBOLISM IN THE ACUTE POST-ARTHROPLASTY PATIENT
Notice bibliographique
Résumé
Purpose: This study was designed to evaluate post-total joint arthroplasty patients who were sent for a chest CT scan in order to determine the clinical factors that were most likely to be associated with, and predictive of, a radiologic diagnosis of pulmonary embolism in the acute, postoperative period. Method: The current study involved a review of 540 total knee replacements and 543 total hip arthroplasty procedures performed from June 2008 to September 2009. All patients received postoperative VTE prophy-laxis using LMWH, as per the protocols established by the Alberta Bone and Joint Initiative, and consistent with the recommendations of the American College of Chest Physicians (2008). A pulmonary CT scan was ordered for patients in situations where 1. a pulmonary embolism was strongly suspected 2. for those who lacked a clear alternative diagnosis as an explanation for their findings 3. when steps to correct the suspected underlying condition failed to normalize results, or 4. in situations where the diagnosis (i.e. new-onset atrial fibrillation) warranted further investigation to rule out a PE as a possible cause. Patients referred for multidetector computed tomography to investigate the possibility of pulmonary embolus were identified, and subjected to a chart review. Results: Forty-two patients underwent a pulmonary CT scan investigation to rule out pulmonary embolus. Of these, 15 patients had undergone hip surgery, and 27 had undergone a total knee replacement. Of the 42 patients, 34 exhibited hypoxemia as their major presenting sign (oxygen saturation less than 90% on room air), with or without other signs or symptoms. Four patients presented with tachycardia alone, and 2 patients presented with chest pain, of which one patient had an associated arrhythmia. Of the 34 patients presenting with unexplained postoperative hypoxemia, 25 were patients who had undergone total knee replacement, and of these 25 patients, 14 (56%) were found to have a pulmonary embolus on CT scanning of the lungs. There were no PE’s identified in the post-hip population. None of the patients with PE’s presented with subjective dyspnea or chest pain. There were no fatalities as a result of PE. Conclusion: The overall high rate of detection of pulmonary embolism in our postoperative population is due the very close monitoring of pulse oximetry combined with the improved sensitivity of imaging modalities. Hypoxemia is emerging as the clinical sign that is most sensitive to the possibility of a PE in the post-knee arthroplasty patient. Reliance on clinical symptoms such as chest pain, dyspnea, or even tachycardia is no longer appropriate. It is recommended that oxygen saturation, as measured by pulse oximetry, should be monitored regularly on all post-arthroplasty patients. Hypoxemia should lead to a prompt and thorough medical workup. If an obvious explanation for the hypoxemia cannot be identified, the patient should undergo a multidetector CT scan to rule out a pulmonary embolus.
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 | 0,001 | 0,003 |
| 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 | 0,001 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 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 ».