MétaCan
Menu
Retour à la cohorte
Enregistrement W2984925915 · doi:10.5489/cuaj.6334

Taking a more critical look at the use of costly and invasive testing

2019· editorial· en· W2984925915 sur OpenAlexaffvenueabout
D. Robert Siemens

Notice bibliographique

RevueCanadian Urological Association Journal · 2019
Typeeditorial
Langueen
DomaineMedicine
ThématiqueRadiation Dose and Imaging
Établissements canadiensQueen's University
Organismes subventionnairesnon disponible
Mots-clésComputer scienceIntensive care medicineMedicine

Résumé

récupéré en direct d'OpenAlex

eaders of the CUAJ will be cognizant of the real forward progress of the Choosing Wisely recommendations, not only within our own practices but more broadly in our hospitals and communities.Choosing Wisely Canada was officially launched in April 2014, and since that time, well over 300 statements have been presented across a broad range of clinical specialties.These temperate recommendations (and the mission of Choosing Wisely in general) is to promote the increasingly important conversations between clinicians and our patients in order to help choose care that is: truly necessary, free from harm, not duplicative, and supported by evidence.Beyond the recommendations themselves, many clinician and patient resources have been created offering plain-language information in order to foster conversations that can lead to smart and, hopefully, cost-effective care.The springboard for this process included asking members of national specialty organizations to identify tests or procedures commonly used in their field whose necessity should be questioned and discussed during the decision-making process.Given growing evidence (and ubiquitous anecdotal experience) of overuse of medical imaging, it's not surprising that much of the initial Choosing Wisely campaign's recommendations involved radiological considerations. 1 Indeed, two of the five Canadian Urological Association (CUA) recommendations temper the use of imaging in low-risk prostate cancer and boys with cryptorchidism.Of the 15 things recommended by the American Urological Association (AUA) that physicians and patients should question, five of them focus on decreasing the use of imaging in urological diseases.With this as background, it is worth highlighting a recent article in JAMA Internal Medicine 2 that addresses some of these concepts around the workup of hematuria.The authors report on a patient-level microsimulation of different guideline algorithms (including those from the CUA 3 ) for the evaluation of both gross and microscopic hematuria, highlighting the imaging recommendations in order to approximate the relative benefits of cancer detection compared to possible harms and costs.The results are provocative but potentially unsurprising to Canadian urologists.The authors describe that guidelines, like those from the AUA, that include computed tomography (CT) scanning for all patients with hematuria were associated with some improvement in cancer detection rates but resulted in higher estimated rates of secondary cancers from radiation (more than 10 times higher than the additional number of cancers detected).Furthermore, the cost savings were significant when guidelines suggested using CT only in a risk-stratified approach, relying on ultrasound for patients at low risk, such as those with microhematuria, non-smokers, and of young age.Although most of us are likely more focused on the margins with respect to missing a significant cancer diagnosis compared to the abstruse risks of secondary cancers or cost containment, this study is an excellent example of how guideline development can be enhanced with a keen eye on the evaluation of advantages, harms, and costs.Given the widespread use of urinalysis in general practice and the high prevalence of microscopic hematuria, it is not surprising that many of the Choosing Wisely statements for urology revolve around this topic: to dissuade workup based on chemical urinalysis alone and to avoid use of cytology.On this theme, an interesting article in this issue of CUAJ describes a similar exercise around system-level changes that could potentially facilitate impressive cost savings while optimizing published guideline recommendations.Assmus et al 4 retrospectively reviewed referrals for hematuria in Alberta, and although guideline concordant care was high, they identified an issue with microscopy reporting that likely led to overinvestigation.In their region, referrals were frequently based on reports indicating 1-5 red blood cells (RBC) per high-power field present and their subsequent findings suggested that only 41% of these had CUA guideline-defined microscopic hematuria.By

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)0,016
score de la tête « metaresearch » (Gemma)0,120
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Éditorial · Signal consensuel: Éditorial
Score de désaccord entre enseignants0,025
Score d'incertitude au seuil0,084

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0160,120
Méta-épidémiologie (sens strict)0,0030,001
Méta-épidémiologie (sens large)0,0040,003
Bibliométrie0,0050,002
Études des sciences et des technologies0,0050,004
Communication savante0,0110,007
Science ouverte0,0040,002
Intégrité de la recherche0,0250,033
Charge utile insuffisante (le modèle a refusé de juger)0,0160,008

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 Opus0,041
Tête enseignante GPT0,283
Écart entre enseignants0,241 · 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'étudeSans objet
Domainenon disponible
GenreÉditorial

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

En bref

Citations1
Publié2019
Routes d'admission3
Résumé présentoui

Explorer davantage

Même revueCanadian Urological Association JournalMême sujetRadiation Dose and ImagingTravaux en français237 207