The Effects of The Covid-19 Pandemic on Pediatric Orthopaedic Sports Medicine & Arthroscopy: Practice Implications, and The Management and Triaging of Surgical Cases
Notice bibliographique
Résumé
Background: The COVID-19 pandemic has had a significant impact on pediatric sports medicine patients. Many surgeons found themselves simultaneously managing surgical pathology, concerns of exposure, and limited resources. This led to challenging decisions regarding relative patient and case urgency. Purpose: 1. Define through expert opinion the relative urgency of prototypical pediatric arthroscopic surgical cases 2. Define current practices regarding pre-surgical testing and findings relevant to the recent, current, and potentially forthcoming challenges inherent to the COVID-19 pandemic. We further gathered information regarding variability of current practices and access to resources. Methods: A mixed-methods survey was performed of the POSNA membership, specific to surgeons identifying as sub-specialized in pediatric sports medicine. A clinical vignette style survey was developed by the POSNA QSVI: Sports Committee. Cases included patients with a: meniscal tear, a bucket handle meniscus tear, ACL tear, unstable osteochondritis dissecans (OCD) lesion of the knee, locked knee due to a loose body, OCD of the capitellum, recurrent and primary shoulder instability, traumatic patellar instability with a loose osteochondral fragment, and a patient with a symptomatic discoid meniscus. The survey further asked how resource limitations could impact surgical decision-making, and how pre-operative testing might impact surgical timing and decisions. Information regarding personal and institutional experiences and limitations during the first 6 months of the pandemic was also collected. Results: There were 119 survey respondents, of whom 54 met inclusion criteria. Seventy-five percent were primarily based at a university or academic hospital. Almost 56% of respondents had all scheduled cases cancelled for 4-7 weeks, 22% for 8-11 weeks, and 17% were shut down for more than 12 weeks. Forty-two percent followed guidance from an orthopaedic governing body, most commonly national orthopaedic organizations. There was significant variation in pre-operative testing protocols, ranging from screening questions to PCR testing and rapid testing. Triaging factors chosen by respondents for determining relative urgency, in order, were: Diagnosis, severity of symptoms/pathology, duration of symptoms, age, activity level, originally planned surgical date, and patient request. Each clinical vignette elicited variability in responses, but each had clear leaders in opinion regarding relative urgency. Most cases had more than 2/3 of respondents in relative agreement with respect to urgency. Conclusion: This study provides comparative details of the challenges and resource limitations experienced in pediatric sports medicine, and provides much-needed sub-specialty opinions on standards with respect to relative urgency and triaging for related cases. These experiences and opinions may be of benefit when advocating for patient access and care.
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 | 0,010 | 0,053 |
| 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 | 0,002 | 0,002 |
| Communication savante | 0,003 | 0,003 |
| Science ouverte | 0,001 | 0,003 |
| Intégrité de la recherche | 0,001 | 0,002 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,004 | 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 ».