MétaCan
Menu
Retour à la cohorte
Enregistrement W4402816121 · doi:10.1093/occmed/kqae064

Reply

2024· letter· en· W4402816121 sur OpenAlexaff
Mana Rezai, A Nayebzadeh, Starly Catli, Deborah McBride

Notice bibliographique

RevueOccupational Medicine · 2024
Typeletter
Langueen
DomaineMedicine
ThématiqueSarcoidosis and Beryllium Toxicity Research
Établissements canadiensWorkplace Safety & Insurance Board
Organismes subventionnairesnon disponible
Mots-clésMedicine

Résumé

récupéré en direct d'OpenAlex

The misconception that rapid reviews (RRs) are less valid in comparison to systematic reviews (SRs) has been fully addressed by the World Health Organization (WHO) [1] and the Cochrane Rapid Review Methods Group (CRRMG) [2]. The WHO has recognized barriers to the use of RRs such as ‘the belief that the results of RRs are not useful or valid, a lack of understanding of how to identify and access relevant RRs, and a lack of skills to assess or interpret RRs’ [1]. More recently, CRRMG stated, ‘evidence synthesis type alone is insufficient to judge its reliability and quality’ [2]. We caution against the acceptance or rejection of RR or SR findings, without careful consideration of their methods and ensuing findings. SR and RR methodologies are often not mutually exclusive. Furthermore, we recognize SRs and RRs as distinct evidence-synthesis strategies and do not argue for the replacement of SRs with RRs. Our RR was guided by the WHO methodology to streamline the SR process yet produce a rigorous, reproducible, timely and transparently reported summary of the evidence using key principles of knowledge synthesis [1]. Our rationale for using RR methodology aligns with CRRMG guidance on determining when to conduct a RR instead of a SR [2]. Primarily, to provide timely evidence to support decision-makers facing uncertainty in the absence of an existing SR, to identify evidence gaps and guide future research priorities [2]. We welcome the SR by Huntley et al. [3] as our search period ended in April 2022. While a full critical appraisal is outside the scope of this response, we provide a comparative analysis of the primary results of both reviews (Table 1). Comparative analysis of reviews Comparative analysis of reviews The comparison confirms our findings and alleviates concerns regarding missed studies resulting from two database searches. Both reviews included 12 observational studies; 7 were identical and 5 differed due to varying eligibility criteria. Both RR (six studies) and SR (five studies) observed that silica is the most researched occupational exposure associated with sarcoidosis development and reported increased risk estimates. Finally, both reviews recognize sarcoidosis is likely not a disease due to a single etiologic agent but may be a syndrome caused by many agents in predisposed individuals and acknowledge the need for additional research. Decisions to exclude World Trade Center (WTC) studies or to limit to case–control and cohort studies were not necessitated by the choice of review approach or to restrict the scope. Our RR excluded WTC studies to focus on evidence that is most relevant and generalizable to the routine exposure circumstances of workers. Huntley et al. reviewed one study of WTC dust with an odds ratio (OR) < 1 [4]. While we agree with investigative approaches that include other observational and experimental study designs, and mechanistic evidence, to better understand disease processes, biological mechanisms, and exposure characterizations [5], these were not the objectives of our review. Huntley et al. also only included cohort and case–control studies in their analysis informing causal inferences. Cohort and case–control studies relate individual exposures to disease occurrence and provide estimates of risk [5]. The authors received no external funding for the conduct of this study. All authors are full-time Senior Scientists/Policy Analysts at the Workplace Safety and Insurance Board (Ontario, Canada). The authors were solely responsible for the conduct of this study, writing of the report and decision to submit the manuscript for publication. Additional support for the search strategy and retrieval of journal articles was provided by WSIB library staff. All inferences, opinions and conclusions drawn in this report are those of the authors and do not in any way reflect or imply endorsement of the content by the WSIB.

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)0,007
score de la tête « metaresearch » (Gemma)0,036
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: aucune
Score de désaccord entre enseignants0,149
Score d'incertitude au seuil0,000

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0070,036
Méta-épidémiologie (sens strict)0,0010,002
Méta-épidémiologie (sens large)0,0030,002
Bibliométrie0,0020,001
Études des sciences et des technologies0,0120,005
Communication savante0,0100,005
Science ouverte0,0040,005
Intégrité de la recherche0,1490,075
Charge utile insuffisante (le modèle a refusé de juger)0,0170,013

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 Opus0,087
Tête enseignante GPT0,390
Écart entre enseignants0,303 · 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

Citations0
Publié2024
Routes d'admission1
Résumé présentnon

Explorer davantage

Même revueOccupational MedicineMême sujetSarcoidosis and Beryllium Toxicity ResearchTravaux en français237 207