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zackvanallen.bsky.social
Research Methods | Machine Learning & AI | Health | Behavioural Science | Networks/Complex Systems | Implementation Science | RStats PhD, MBA
12 posts 410 followers 205 following
Getting Started

‼️"o1-preview demonstrates superhuman performance in differential diagnosis, diagnostic clinical reasoning, and management reasoning, superior in multiple domains compared to prior model generations and human physicians." And this is using vignettes, not multiple choice. arxiv.org/pdf/2412.10849

Clustering of Health Behaviors in Canadians: A Multiple Behavior Analysis of Data from the Canadian Longitudinal Study on Aging academic.oup.com/abm/article/...

Effectiveness of Interventions for Changing More Than One Behavior at a Time to Manage Chronic Conditions: A Systematic Review and Meta-analysis: academic.oup.com/abm/article/...

Components of multiple health behaviour change interventions for patients with chronic conditions: a systematic review and meta-regression of randomized trials: www.tandfonline.com/doi/full/10....

barriers/enablers of attendance at eye screening among three groups of immigrants to Canada from cultural/linguistic minority groups living with diabetes. onlinelibrary.wiley.com/doi/10.1111/...

Functional dependence can be best prospectively estimated by age, psychological distress, physical fitness, physical activity, chronic conditions, and sex. These predictors can estimate functional dependence more than 6 years in advance with high accuracy. www.medrxiv.org/content/10.1...

The beneficial effect of prestroke physical activity on activities of daily living (ADL) limitations after stroke is stronger than its effect in matched adults without stroke followed for a similar number of years. @matthieuboisgontier.com academic.oup.com/ptj/article/...

Using network analysis to examine the temporal dynamics of multiple health behaviours and pandemic health behaviours @jpresseau.bsky.social bpspsychub.onlinelibrary.wiley.com/doi/full/10....