Whooping cough among Western Cree and Ojibwa fur-trading communities in subarctic Canada : a mathematical-modeling approach
Notice bibliographique
Résumé
"European colonization of the New World, the Americas and Oceania, had a vast influence on the native people of the Americas--both epidemiologically and demographically (Kunitz, 1994). The European domination of the New World was assisted, and in some cases achieved, by the infectious diseases that they carried with them to the Americas and Oceania. The arrival of Old World diseases to the New World resulted in pandemics that devastated and demoralized certain indigenous populations (Ramenofsky, 1987). These are known as virgin-soil epidemics because indigenous populations in the Americas had no previously acquired immunity to these infectious diseases (Crosby, 1976). This thesis uses a computer model to explore the effect of a virgin-soil epidemic in a native population. Epidemic models of two Canadian fur-trade communities were made which reflected the unique structure of each. The first community modeled was the Moose Factory post and nearby Albany in the James Bay area of Ontario and their fur-rich hinterlands during the 1850s. The second community under examination was the Norway House post of the Keewatin District of Manitoba during the period of 1918-1919. Figure 1.1 shows the study communities in their respective provinces within Canada. These communities were chosen because ethnographic data in the Hudson Bay Journals as well as parish records were available for the years under study Pertussis, or whooping cough, and influenza are simulated in these community models. The reasons for choosing pertussis are four-fold. First, pertussis was a significant and threatening infectious disease before the advent of vaccines; and second, an actual pertussis epidemic occurred at Moose Factory during the time period under study (1852-1862). The Hudson's Bay Company Post Journals contain notations of an epidemic of whooping cough at Moose Factory in 1858--a time at which the Anglican Church parish records for Moose Factory became more accurate (Hoppa, 1998). Third, census data for Moose Factory was available for the year 1857. The fourth and last reason for choosing whooping cough for computer model simulations is that results from simulations of pertussis for the Moose Factory and Norway House regions can provide excellent insights into not only infectious diseases before the introduction of vaccines, but also how the structure of a community can affect the outcome of an infectious disease outbreak. Influenza was chosen as a comparison to pertussis for two reasons. The first is that influenza has been modeled by Sattenspiel and Herring (1998) for Norway House, Oxford House, and God's Lake and these can be compared and to the pertussis simulations for the Norway House model in this thesis. Second, results from simulations of different diseases for the same communities can provide insight into how influenza and pertussis differ in terms of the severity of their epidemics. Comparisons of models of infectious disease, such as pertussis and influenza, can help provide an understanding of virgin-soil epidemics where few historical and ethnohistorical data exist."--Introduction.
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 | 0,002 |
| 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 | 0,003 | 0,001 |
| Communication savante | 0,003 | 0,001 |
| Science ouverte | 0,003 | 0,001 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,003 | 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 ».