Notice bibliographique
Résumé
RacismPracticing as a naturopathic doctor (ND) who is a person of colour comes with some unique challenges.This is a topic that I've spoken about with other BIPOC (Black, Indigenous, and people of colour) NDs over the past couple of years.For many of us, we were minorities in our class at the Canadian College of Naturopathic Medicine and that feeling of being a visible minority continued as we started to practice.Being one of the few people of colour in the room can be an uncomfortable experience that can impact your confidence in many ways.You may feel, in this situation, the need to prove that you're just as relatable, likable and capable as everyone else.Feeling "different" has a strong effect on the mind and can lead to anxiety about one's ability to succeed in many areas of life-career included.When I started my practice, I worked in a town that, at the time, was not particularly diverse.I remember wondering whether patients would be less likely to book with me because I didn't have a western last name.Would patients prefer to work with someone who shares the same ethnicity?Should I downplay my culture to try to blend in more?Are these concerns warranted based on facts or are they just in my head?After having many conversations with other BIPOC healthcare providers, I learned that I was not alone in having these concerns.These small moments of solidarity with my colleagues inspired me to write about this issue candidly.I hope that I can be a source of comfort for other NDs who have experienced some of these challenges and that I can make others feel less isolated.When I started my practice, in 2017, I always had a little stage fright before seeing patients, but I never knew why.Then one day, the reason became clear to me.I had been invited to give a talk, something I normally dread and get very nervous about.The talk was to be held at a dance studio that, as I soon discovered, put a strong emphasis on multiculturalism.I walked in, full of my usual public speaking nervousness, but as I walked through the doors and saw that most of the members were people of colour, my anxiety melted away.For the first time, I did not feel nervous talking about naturopathic medicine in front of a crowd.It was a pivotal moment for me that made me realize that my anxiety around practicing as a naturopathic doctor in various settings may have something to do with being a visible minority.
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 | 0,011 | 0,023 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,002 | 0,001 |
| Études des sciences et des technologies | 0,017 | 0,040 |
| Communication savante | 0,013 | 0,007 |
| Science ouverte | 0,002 | 0,015 |
| Intégrité de la recherche | 0,006 | 0,013 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,011 | 0,002 |
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 ».