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Use of Large Language Models to Classify Epidemiological Characteristics in Synthetic and Real-World Social Media Posts About Conjunctivitis Outbreaks: Infodemiology Study

Use of Large Language Models to Classify Epidemiological Characteristics in Synthetic and Real-World Social Media Posts About Conjunctivitis Outbreaks: Infodemiology Study

Montepuez, Mozambique complinaing about diarrhea with headache and pain in limbs combined with emergency room” Probability: 0% Type: not applicable Size: 0 Severity: not applicable Etiology: not applicable Source: synthetic post Snippet: “in my dream in Epecuen, Argentina complinaing about pinkneye with hayfever and itchy and swollen” Probability: 0% Type: not applicable Size: 0 Severity: not applicable Etiology: not applicable Source: synthetic post Snippet: “lotta peeps attedning The Yellowstone National Park

Michael S Deiner, Russell Y Deiner, Cherie Fathy, Natalie A Deiner, Vagelis Hristidis, Stephen D McLeod, Thomas J Bukowski, Thuy Doan, Gerami D Seitzman, Thomas M Lietman, Travis C Porco

J Med Internet Res 2025;27:e65226

Exploring the Acceptance and Opportunities of Using a Specific Generative AI Chatbot to Assist Parents in Managing Pediatric Rheumatological Chronic Health Conditions: Mixed Methods Study

Exploring the Acceptance and Opportunities of Using a Specific Generative AI Chatbot to Assist Parents in Managing Pediatric Rheumatological Chronic Health Conditions: Mixed Methods Study

In total, there were 8 groups of mixed participants which included children and young people (n=9; age range 5‐26 y; mean age 13.3, SD 6.3 y) and parents (n=13). Each group consisted of 2‐5 participants. Participants felt that the chatbot needs to evolve with them. For instance, families felt that simple language should be used at the beginning of diagnosis. However, explanations should become more advanced in the subsequent years as families become more familiar and do not want to feel patronized.

Cheryl W Y Lau, Klaudia Kupiec, Polly Livermore

JMIR Pediatr Parent 2025;8:e70409

Development and Effect of Prenatal Education Programs Using Virtual Reality for Pregnant Women Hospitalized With Preterm Labor: Experimental Study

Development and Effect of Prenatal Education Programs Using Virtual Reality for Pregnant Women Hospitalized With Preterm Labor: Experimental Study

In a previous study, Park and Sung [42] assessed the effect of music therapy on uterine contraction frequency in pregnant women with preterm labor. Their results showed a decrease in the average frequency of uterine contractions in the experimental group by 0.35 points, from 3.00 before intervention to 2.65 after. In the control group, contraction frequency decreased by 0.33 points, from 2.78 to 2.44.

SeoA Park, Hyeyoung Kim

J Med Internet Res 2025;27:e75585

Mediating Effects of Psychological Independence and Social Support on the Association Between Family Strength and Depression in Young Korean Adults: Cross-Sectional Study

Mediating Effects of Psychological Independence and Social Support on the Association Between Family Strength and Depression in Young Korean Adults: Cross-Sectional Study

Yi et al [31] reported a mean depression score of 15.55 (SD 11.87) in Korean female college students, and Kim and Park [32] reported a mean score of 17.31 (SD 8.29) in Korean college students. As a cutoff score of 13 indicates a risk of clinical depression [29], most studies have found the average depression level in Korean young adults to be relatively high.

Sunyoung Kim, Suin Park, Hyunlye Kim, Dabok Noh

JMIR Form Res 2025;9:e71485