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Comparisons on demographics (ie, age, marital status) will be done using chi-square tests, t tests, and correlations, with 2-tailed P=.05. The changes from baseline to all postbaseline visits until week 24 in steps per day will be assessed. The model includes response data from all postbaseline visits with no imputation for missing data, as the model assumes missingness at random. The step counts at baseline are included as a fixed factor in the model.
JMIR Res Protoc 2025;14:e67809
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Probability: 70%
Type: infectious
Size: 2
Severity: mild
Etiology: viral
Source: forum post
Snippet: “[T]o the rule, but they told us blocked tear duct and it was bacterial conjunctivitis. She ended up spreading it to big sister and me!”
Probability: 100%
Type: infectious
Size: 3
Severity: moderate
Etiology: bacterial
Source: forum post
Snippet: “[K]now Pink eye that easily infectious. Hopefully everyone recovers with no lasting damage.
J Med Internet Res 2025;27:e65226
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Readability scores were then statistically analyzed using a paired t test to compare readability scores between the original MRI reports written by the radiologist and GPT-4o–generated layman explanations in order to assess whether there was a significant difference in FRES and FKGL scores. Paired t tests were performed on the exact FKGL and FKRE values (not ranges) to assess statistical significance.
JMIR AI 2025;4:e69654
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Differences between Spanish- and English-speaking groups were assessed using independent samples t tests for continuous variables and chi-square tests for categorical variables. A logistic regression analysis was conducted to evaluate factors associated with FIT test opt-in rates, controlling for age, gender, geographic location, and call duration. The model’s goodness of fit was assessed using the Hosmer-Lemeshow test, and model performance was evaluated using Nagelkerke R².
J Med Internet Res 2025;27:e71211
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