Benchmarking hydration, navel health, and transfer of passive immunity in surplus dairy calves
Notice bibliographique
Résumé
Surplus dairy calves, or calves that are not used to replace the milking herd, are often sold within the first week of life and can sometimes receive suboptimal early-life care. The aim of this study was to assess the effect of delivering benchmarking reports to source dairy farms on the health of subsequent surplus calf cohorts. Briefly, 10 farms were first blocked by herd size category, and within each block, farms were alternately assigned to intervention and control in descending order of the previously measured proportion of calves with adequate passive transfer immunity (i.e., ≥5.8 g/dL total serum protein). After the initial randomization, 3 additional farms were enrolled by convenience to increase the statistical power, and one farm was assigned to the intervention group. Overall, 13 dairy farms were recruited and assigned to intervention (n = 6) and control (n = 7) groups. The intervention group received health benchmarking reports of surplus calves delivered to calf dealers halfway through the study period, whereas the control group received no reports. Between May 2021 and June 2022, a total of 282 and 371 calves enrolled from intervention and control farms, respectively, were assessed for hydration, navel health, and transfer of passive immunity (TPI). In brief, hydration was evaluated using the skin tent test and a 4-point scale, and navel health was assessed based on the width of umbilical cords using a 4-point scale. The TPI was assessed based on the concentration of total serum protein. In November 2021, benchmarking reports containing health metrics of calves from 13 farms during the first 6 mo of the study were delivered to 6 intervention farms. Differences in health metrics of subsequent surplus calf cohorts between intervention and control farms were investigated using generalized linear mixed models specified to recognize "farm" as the experimental unit. Prevalence of dehydration was decreased in calves from intervention farms compared with control farms after receiving the benchmarking reports (odds ratio = 0.19, 95% CI = [0.04, 0.90] %). There was no evidence of any differences in navel inflammation or failure in TPI associated with benchmarking reports. Results suggest delivering benchmarking reports to dairy producers may improve hydration in surplus calves. Nevertheless, additional methods should be investigated to improve calf health within the surplus calf production chain.
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 distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 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 tête enseignante, 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 ».