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1.
Zhonghua Yan Ke Za Zhi ; 60(8): 695-699, 2024 Aug 11.
Article in Chinese | MEDLINE | ID: mdl-39085160

ABSTRACT

A 40-year-old man presented with recurrent ocular surface masses in his left eye persisting for over a year. Despite undergoing resection of the conjunctival mass and receiving anti-inflammatory treatment at another hospital, the mass reappeared within a week post-surgery. Over the past 6 months, the mass gradually increased in size, accompanied by a decline in vision. Following conjunctival mass excision combined with amniotic membrane transplantation at Beijing Tongren Hospital, Capital Medical University, histopathological examination revealed a fungal infection of the conjunctiva, resulting in a diagnosis of fungal conjunctivitis and conjunctival granuloma in the left eye. The patient received systemic antifungal medications and local therapy, resulting in a stable condition with no recurrence of the mass.


Subject(s)
Eye Infections, Fungal , Humans , Male , Adult , Eye Infections, Fungal/diagnosis , Conjunctiva/pathology , Conjunctival Diseases/diagnosis , Conjunctival Diseases/microbiology , Recurrence , Conjunctivitis/diagnosis , Conjunctivitis/microbiology , Granuloma/diagnosis , Antifungal Agents/therapeutic use
4.
Vet Microbiol ; 296: 110195, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39067144

ABSTRACT

Pinkeye is a highly contagious disease of goats with different aetiologies. Surveys in Lao PDR have identified eye lesions typical of pinkeye as a common condition, however, this has not been confirmed diagnostically, and the responsible pathogens have not been identified. A matched case-control study was implemented in 70 goat holdings from Savannakhet province, Lao PDR, to detect agents causing pinkeye and conduct phylogenetic analysis of the identified pathogens. Fifty eye swabs from goats with infected eyes (cases) and 50 paired samples from unaffected cohorts (controls) were collected from 25 holdings. Samples were tested using quantitative PCR assays targeting known pinkeye pathogens at the genus and species levels. The prevalence of pathogens in case and control goats was as follows: Mycoplasma conjunctivae (94% and 74% respectively, P = 0.006, OR = 5.5), Chlamydia pecorum (4%, 10%), Moraxella ovis (30%, 30%), Moraxella bovis (0%, 0%) and Moraxella bovoculi (0%, 0%). M. conjunctivae was present in a high proportion of goats in both groups revealing that Lao goats are carriers of M. conjunctivae. However, the mean log10 genome copy number/µL of DNA extract was significantly higher in case goats than control goats (P < 0.05). Thus, M. conjunctivae is likely the principal causative agent of pinkeye in Lao goats with carrier status converting to clinical infection following corneal damage or other causative factors. M. conjunctivae detected in samples from different goats and districts showed low genetic diversity. Identifying the causes of pinkeye in Lao goats will assist in designing appropriate treatment and control strategies.


Subject(s)
Goat Diseases , Goats , Phylogeny , Animals , Goat Diseases/microbiology , Goat Diseases/epidemiology , Case-Control Studies , Laos/epidemiology , Conjunctivitis/veterinary , Conjunctivitis/microbiology , Conjunctivitis/epidemiology , Prevalence , Moraxella/isolation & purification , Moraxella/genetics , Mycoplasma conjunctivae/genetics , Mycoplasma conjunctivae/isolation & purification , Chlamydia/isolation & purification , Chlamydia/genetics , Chlamydia/classification , Mycoplasma Infections/veterinary , Mycoplasma Infections/microbiology , Mycoplasma Infections/epidemiology
5.
Adv Skin Wound Care ; 37(7): 387-391, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38899821

ABSTRACT

ABSTRACT: Intravenous plasminogen replacement therapy for patients with plasminogen deficiency type 1 (hypoplasminogenemia) was recently approved for marketing in the US. In this case report, the authors describe a 33-year-old man with hypoplasminogenemia who developed nonhealing postsurgical wounds following trauma to his right hand despite receiving standard treatment for 4 months. The patient was enrolled in a compassionate-use protocol with intravenous plasminogen replacement therapy and experienced prompt resolution of surgical wounds. He was the first human patient to receive replacement therapy with plasminogen, human-tvmh in the US and first to demonstrate cutaneous wound healing in addition to resolution of ligneous lesions attributable to plasminogen deficiency type 1.


Subject(s)
Plasminogen , Wound Healing , Humans , Male , Adult , Wound Healing/drug effects , Plasminogen/deficiency , Plasminogen/therapeutic use , Administration, Intravenous , Treatment Outcome , Hand Injuries/complications , Hand Injuries/surgery , Surgical Wound/drug therapy , Surgical Wound/complications , Conjunctivitis , Skin Diseases, Genetic
6.
J AAPOS ; 28(4): 103953, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38871247

ABSTRACT

Among surveyed households, the transmission rate of pediatric conjunctivitis was 12%. Rates did not differ when the index child did or did not use an ophthalmic antibiotic (14% vs 11% [P = 0.6]). Transmission rates were lower than for other infections where children are not routinely excluded from school or daycare.


Subject(s)
Conjunctivitis, Bacterial , Humans , Child , Conjunctivitis, Bacterial/transmission , Conjunctivitis, Bacterial/drug therapy , Conjunctivitis, Bacterial/microbiology , Child, Preschool , Anti-Bacterial Agents/therapeutic use , Family Characteristics , Conjunctivitis , Infant , Female , Male
9.
J Pediatric Infect Dis Soc ; 13(7): 341-348, 2024 Jul 20.
Article in English | MEDLINE | ID: mdl-38761052

ABSTRACT

BACKGROUND: Infectious conjunctivitis affects 1 in 8 children annually, resulting in high ophthalmic antibiotic prescribing and absenteeism from childcare and school. We aimed to quantify the cost-effectiveness and annual savings of 3 evidence-based approaches to conjunctivitis management and return to childcare and school compared to usual care. METHODS: Using a decision analytic model from a societal perspective over a 1-year time horizon, we conducted a cost-effectiveness analysis of 3 management strategies for children aged 6 months to 17 years with non-severe conjunctivitis compared to usual care in the United States. Strategies accounted for rate of transmission. Strategies included (1) refraining from prescribing ophthalmic antibiotics for non-severe conjunctivitis, (2) allowing children without systemic symptoms to attend childcare and school, (3) and the combined approach of refraining from prescribing ophthalmic antibiotics and allowing children without systemic symptoms to attend childcare and school. RESULTS: The estimated annual expenditure for pediatric conjunctivitis was $1.95 billion. Usual care was the most expensive ($212.73/episode), followed by refraining from ophthalmic antibiotic prescribing ($199.92) and allowing children without systemic symptoms to attend childcare and school ($140.18). The combined approach was the least costly ($127.38). Disutility was similar between approaches (quality-adjusted life days 0.271 vs 0.274). Refraining from antibiotic prescribing and the combination approach were dominant compared to usual care. The combined approach resulted in an estimated $783 million annual savings and 1.6 million ophthalmic antibiotic courses averted. CONCLUSIONS: Conjunctivitis poses an economic burden that could be reduced by refraining from ophthalmic antibiotic use and allowing children without systemic symptoms to remain at school or childcare.


Subject(s)
Anti-Bacterial Agents , Cost-Benefit Analysis , Humans , Child , Anti-Bacterial Agents/therapeutic use , Anti-Bacterial Agents/economics , Child, Preschool , Adolescent , Infant , Conjunctivitis/economics , Conjunctivitis/drug therapy , United States , Schools , Absenteeism , Child Care/economics , Female , Decision Support Techniques , Male , Conjunctivitis, Bacterial/drug therapy , Conjunctivitis, Bacterial/economics
10.
Exp Eye Res ; 244: 109949, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38815791

ABSTRACT

PURPOSE: The current study used various techniques to develop a rabbit animal model of lacrimal gland damage caused by scarring conjunctivitis in the periglandular area. METHODS: Left eyes of New Zealand white rabbits were injected with 0.1 ml of 1M NaOH subconjunctivally around superior and inferior lacrimal gland orifices (Group 1, n = 4), touched with 1M NaOH for 100 s to the superior and inferior fornices with conjunctival denuding (Group 2; n = 4), and electrocauterization to the ductal opening area (Group 3; n = 4). The ocular surface staining, Schirmer I, lacrimal gland, and conjunctival changes were observed at baseline,1, 4, 8, and 12 weeks. The degree of glandular inflammation, conjunctival fibrosis (Masson Trichrome), and goblet cell density (PAS) were also assessed. RESULTS: At 12 weeks, the lacrimal glands of group 1 rabbits with periglandular injection showed severe inflammation with mean four foci/10HPF and a significant mean reduction in the Schirmer values by 7.6 mm (P = 0.007). Lacrimal glands had diffuse acinar atrophy, loss of myoepithelial cells, and ductular dilatation. The overlying conjunctiva showed fibrosis, goblet cell loss, and corneal vascularization in the inferotemporal quadrant. No lacrimal gland or ocular surface changes were observed in groups 2 and 3 at 12 weeks, except for localized subconjunctival fibrosis. CONCLUSION: Periglandular injection of 0.1 ml of 1M NaOH induced extensive lacrimal gland damage with reduced secretion and scarring in the subconjunctival plane compared to direct cauterization or direct NaOH contact to the ductal orifices of the rabbit lacrimal gland.


Subject(s)
Cicatrix , Conjunctiva , Conjunctivitis , Disease Models, Animal , Dry Eye Syndromes , Goblet Cells , Tears , Animals , Rabbits , Dry Eye Syndromes/metabolism , Cicatrix/pathology , Goblet Cells/pathology , Conjunctiva/pathology , Tears/metabolism , Conjunctivitis/pathology , Lacrimal Apparatus/pathology , Sodium Hydroxide/toxicity , Fibrosis , Male , Cell Count , Female , Electrocoagulation
11.
Ned Tijdschr Geneeskd ; 1682024 05 20.
Article in Dutch | MEDLINE | ID: mdl-38780203

ABSTRACT

The general physician as well as the medical specialist may be confronted with a patient with one or two red eyes. To be adequately equipped we answer a series of questions on diagnosis, treatment and referral of patients with red eyes after trauma, or with conjunctivitis, keratitis, scleritis, uveïtis, endophthalmitis or acute glaucoma. Refer to an ophthalmologist or not?


Subject(s)
Eye Diseases , Humans , Acute Disease , Conjunctivitis/diagnosis , Conjunctivitis/etiology , Diagnosis, Differential , Endophthalmitis/diagnosis , Eye Diseases/diagnosis , Referral and Consultation , Scleritis/diagnosis , Scleritis/drug therapy
12.
Pediatr Rheumatol Online J ; 22(1): 50, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38693550

ABSTRACT

BACKGROUND: This study investigates the incidence of ocular involvement in Kawasaki disease (KD) and evaluates the relationship between ocular manifestations, laboratory findings, echocardiographic findings, and intravenous immunoglobulin (IVIG) resistance. METHODS: We conducted a cross-sectional study with 58 KD patients from June 2021 to March 2023. For all patients, a complete ophthalmologic examination and echocardiography were performed in the acute phase before starting the treatment. We analyzed the age, sex, mean of white blood cell (WBC) count, platelet count, erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), levels of alanine aminotransferase (ALT) and aspartate aminotransferase (AST), echocardiographic findings and IVIG responses for all patients and compared the group with ocular involvement with the group without involvement. RESULTS: The incidence of bilateral acute conjunctivitis was 70.7%, while that of acute uveitis was 30%. Patients with uveitis had significantly higher rates of Coronary artery dilatation and IVIG resistance, as well as higher mean levels of WBC, platelet, and CRP compared to those without uveitis. (P < 0.05). Additionally, the age of patients with uveitis involvement was lower than those without involvement. No significant relationships existed between ESR, AST, or ALT values and uveitis (P > 0.05). Furthermore, no significant correlations existed between any examined items and acute bilateral conjunctivitis. CONCLUSION: Uveitis in KD is significantly associated with coronary artery dilatation, IVIG resistance, higher WBC count, platelet count, and CRP level.


Subject(s)
Drug Resistance , Echocardiography , Immunoglobulins, Intravenous , Mucocutaneous Lymph Node Syndrome , Humans , Mucocutaneous Lymph Node Syndrome/epidemiology , Mucocutaneous Lymph Node Syndrome/drug therapy , Mucocutaneous Lymph Node Syndrome/blood , Mucocutaneous Lymph Node Syndrome/physiopathology , Immunoglobulins, Intravenous/therapeutic use , Male , Female , Cross-Sectional Studies , Echocardiography/methods , Child, Preschool , Infant , Child , Uveitis/etiology , Uveitis/epidemiology , Conjunctivitis/etiology , Conjunctivitis/epidemiology , Incidence , C-Reactive Protein/analysis , C-Reactive Protein/metabolism , Blood Sedimentation , Leukocyte Count , Immunologic Factors/therapeutic use , Platelet Count
13.
Rev. esp. quimioter ; 37(2): 176-179, abr. 2024. tab
Article in English | IBECS | ID: ibc-231652

ABSTRACT

Objectives. Our observational, retrospective study aimed to determine the correlation between bacteria isolated from bronchial aspirates of pediatric ICU patients (PICU) with respiratory infections and those obtained from conjunctival swabs of the same patients exhibiting clinical conjunctivitis. Material and methods. Throughout the period from 2015 to 2022, we reviewed all clinically significant bronchial aspirates (≥105 CFU/mL) and positive conjunctival swabs obtained from PICU patients. These records were retrieved from the microbiology database, cross-referencing the data to identify patients who tested positive for both during the same clinical episode. Results. The median age of the patients was 5 months (interquartile range: 1-7). Among the cohort, twenty-one patients exhibited positivity in both bronchial aspirate and conjunctival swab samples, showcasing a microbial match in 85.71% of cases (18 out of 21). The most frequently isolated microorganisms were Haemophilus influenzae (55.6%), followed by Pseudomonas aeruginosa (14.3%), Klebsiella aerogenes (9.5%), and Escherichia coli, Stenotrophomonas maltophilia, and Enterobacter cloacae, each accounting for 4.8% of the isolates. Conclusions. Our study demonstrates a strong concordance between the isolated microorganisms from both samples in patients presenting clear symptoms of clinical conjunctivitis. These findings provide a basis for future prospective studies that may leverage conjunctival swabs as a predictive tool for identifying microorganisms involved in respiratory infections. (AU)


Objetivos. Nuestro estudio observacional y retrospectivo tuvo como objetivo determinar la correlación entre las bacterias aisladas de aspirados bronquiales de pacientes de UCI pediátrica (UCIP) con infecciones respiratorias y las obtenidas de hisopos conjuntivales de los mismos pacientes que presentaban conjuntivitis clínica. Material y métodos. A lo largo del periodo comprendido entre 2015 y 2022, se revisaron todos los aspirados bronquiales clínicamente significativos (≥105 UFC/mL) y los hisopos conjuntivalespositivos obtenidos de pacientes de UCIP. Estos registros se recuperaron de la base de datos de microbiología, cruzando los datos para identificar a los pacientes que dieron positivo en ambos durante el mismo episodio clínico. Resultados. La mediana de edad de los pacientes fue de 5 meses (rango intercuartílico: 1-7). Entre la cohorte, veintiún pacientes presentaron positividad tanto en las muestras de aspirado bronquial como en las de hisopo conjuntival, mostrando una coincidencia microbiana en el 85,71% de los casos (18 de 21). Los microorganismos más frecuentemente aislados fueron Haemophilus influenzae (55,6%), seguido de Pseudomonas aeruginosa (14,3%), Klebsiella aerogenes (9,5%) y Escherichia coli, Stenotrophomonas maltophiliay Enterobacter cloacae, cada uno de los cuales representó el 4,8% de los aislamientos. Conclusiones. Nuestro estudio demuestra una fuerte concordancia entre los microorganismos aislados de ambas muestras en pacientes que presentan síntomas claros de conjuntivitis clínica. Estos hallazgos proporcionan una base para futuros estudios prospectivos que podrían aprovechar los hisopos conjuntivales como herramienta predictiva para identificar microorganismos implicados en infecciones respiratorias. (AU)


Subject(s)
Humans , Infant , Child, Preschool , Eye , Bronchi , Intensive Care Units, Pediatric , Respiratory Tract Infections , Conjunctivitis , Microbiology , Retrospective Studies
14.
J Am Acad Dermatol ; 91(2): 300-311, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38653344

ABSTRACT

BACKGROUND: Long-term daily practice data on patient-reported benefits of dupilumab for atopic dermatitis (AD) remains limited. OBJECTIVE: To evaluate patient-reported outcome measures (PROMs) and the safety of dupilumab in patients with moderate-to-severe AD over a follow-up period of up to 5 years. METHODS: Data were extracted from the prospective, multicenter BioDay registry (October 2017-2022) of patients with moderate-to-severe AD treated with dupilumab in daily practice. RESULTS: In total 1223 patients, 1108 adults and 115 pediatric patients were included. After ≥1 year of treatment, mean Patient-Oriented Eczema Measure (POEM), Dermatology Life Quality Index (DLQI), Numeric rating scale (NRS)-pruritus ranged between 7.8 and 8.7, 3.5 and 4.2, and 2.9 and 3.1 in adults, respectively, whilst these patient-reported outcome measures (PROMs) ranged between 8.9 and 10.9, 4.4 and 6.4, and 3.0 and 3.7 in pediatric patients, respectively. At follow-up, overall work impairment decreased from 40.1% to 16.3% to 13.3% in adults. Furthermore, class I obesity and itch-dominant patients generally had less favorable treatment response. Of all patients, 66.8% reported ≥1 adverse event, with conjunctivitis being the most common (33.7%). LIMITATIONS: The overall percentage of missing values for selected PROMs was 26% in adults and 46% in pediatric patients. CONCLUSION: In addition to favorable safety, dupilumab has demonstrated sustained effectiveness across various PROMs, underscoring the treatment benefits from patients' perspectives.


Subject(s)
Antibodies, Monoclonal, Humanized , Dermatitis, Atopic , Patient Reported Outcome Measures , Registries , Severity of Illness Index , Humans , Dermatitis, Atopic/drug therapy , Antibodies, Monoclonal, Humanized/therapeutic use , Antibodies, Monoclonal, Humanized/adverse effects , Female , Male , Adult , Child , Middle Aged , Treatment Outcome , Prospective Studies , Adolescent , Quality of Life , Young Adult , Follow-Up Studies , Aged , Conjunctivitis/chemically induced , Child, Preschool , Pruritus/etiology , Pruritus/drug therapy
15.
Rom J Ophthalmol ; 68(1): 81-86, 2024.
Article in English | MEDLINE | ID: mdl-38617727

ABSTRACT

Objective: Our purpose was to present a case of a patient diagnosed with herpes zoster ophthalmicus with multiple ocular manifestations. Case presentation: A 70-year-old Caucasian male presented to the hospital for headache and skin hyperesthesia on the scalp and forehead on the left side. The diagnoses of herpes zoster ophthalmicus and acute conjunctivitis were made for the left eye. The patient was followed up for 6 months and during that period the following diagnoses were made for the same eye: peripheral sterile corneal infiltrates, episcleritis, and hypertensive anterior uveitis. Discussions: Herpes zoster ophthalmicus occurs when the reactivation of the dormant virus involves the ophthalmic division of the trigeminal nerve. The most frequent ocular presentations are conjunctivitis, keratitis, uveitis, episcleritis, and scleritis. The standard therapy consists of antivirals, such as acyclovir, valacyclovir, and famciclovir to limit the replication of the virus. The patient's risk factors, the course of treatment, and the severity of the disease, all affect the prognosis, which is highly variable. Prevention of the disease consists of vaccination with one of the following two vaccines, Zostavax and Shingrix. Conclusions: Final visual acuity for the left eye remained 1 despite numerous manifestations of the disease. Abbreviations: VZV = Varicella-zoster virus, BCVA = best-corrected visual acuity, OU = both eyes, OD = right eye, OS = left eye, IOP = intraocular pressure, NCT = non-contact tonometer, ZVX = Zostavax vaccine.


Subject(s)
Conjunctivitis , Herpes Zoster Ophthalmicus , Herpes Zoster Vaccine , Scleritis , Uveitis, Anterior , Male , Humans , Aged , Herpes Zoster Ophthalmicus/complications , Herpes Zoster Ophthalmicus/diagnosis , Herpes Zoster Ophthalmicus/drug therapy , Uveitis, Anterior/diagnosis , Uveitis, Anterior/drug therapy , Uveitis, Anterior/etiology
16.
BMC Ophthalmol ; 24(1): 162, 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38609860

ABSTRACT

BACKGROUND: Temozolomide (TMZ) is an effective oral alkylating agent used in treating glioblastoma multiforme (GBM) and high-grade gliomas. It works by introducing methyl groups into DNA, inhibiting cell division. A case of blepharoconjunctivitis linked to the administration of TMZ is detailed in this report. CASE PRESENTATION: We present a case of a 58-year-old African-American man diagnosed with GBM. Following adjuvant TMZ treatment, he developed blepharoconjunctivitis, characterized by eyelid and conjunctival inflammation. Symptoms included eyelid swelling, crusting, and conjunctival discharge, which were promptly resolved with topical steroid cream and eye drops. CONCLUSIONS: Reports specifically linking TMZ to blepharoconjunctivitis are limited. The exact mechanism remains unclear but may involve inflammation extending from blepharitis to the conjunctiva. Healthcare providers must recognize and manage ophthalmic complications promptly. This case report highlights blepharoconjunctivitis associated with TMZ use in a GBM patient. While TMZ is an effective treatment, ophthalmic side effects can occur.


Subject(s)
Conjunctivitis , Male , Humans , Middle Aged , Temozolomide/adverse effects , Conjunctiva , Inflammation , Eyelids
17.
Arq Bras Oftalmol ; 87(3): e20220288, 2024.
Article in English | MEDLINE | ID: mdl-38537040

ABSTRACT

Ligneous conjunctivitis is a rare chronic form of recurrent membranous inflammation and plasminogen deficiency. Ocular manifestations may be associated with sites other than mucous membranes, such as the oral cavity, internal ear, respiratory, genitals, and kidney. Treatment is extremely difficult because of the lack of topic plasminogen drops, and a high volume is required for systemic supplementation. This report aimed to present two patients with ligneous conjunctivitis treated with membrane excision, topical fresh-frozen plasma, and heparin intra-, and postoperatively. No recurrence was found in the ligneous membrane in the 12-month follow-up. The use of topical fresh-frozen plasma and heparin after membrane excision could be effective to avoid recurrence.


Subject(s)
Conjunctivitis , Plasminogen/deficiency , Skin Diseases, Genetic , Humans , Conjunctivitis/drug therapy , Conjunctivitis/surgery , Skin Diseases, Genetic/complications , Skin Diseases, Genetic/therapy , Heparin/therapeutic use
18.
J Med Internet Res ; 26: e49139, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38427404

ABSTRACT

BACKGROUND: Previous work suggests that Google searches could be useful in identifying conjunctivitis epidemics. Content-based assessment of social media content may provide additional value in serving as early indicators of conjunctivitis and other systemic infectious diseases. OBJECTIVE: We investigated whether large language models, specifically GPT-3.5 and GPT-4 (OpenAI), can provide probabilistic assessments of whether social media posts about conjunctivitis could indicate a regional outbreak. METHODS: A total of 12,194 conjunctivitis-related tweets were obtained using a targeted Boolean search in multiple languages from India, Guam (United States), Martinique (France), the Philippines, American Samoa (United States), Fiji, Costa Rica, Haiti, and the Bahamas, covering the time frame from January 1, 2012, to March 13, 2023. By providing these tweets via prompts to GPT-3.5 and GPT-4, we obtained probabilistic assessments that were validated by 2 human raters. We then calculated Pearson correlations of these time series with tweet volume and the occurrence of known outbreaks in these 9 locations, with time series bootstrap used to compute CIs. RESULTS: Probabilistic assessments derived from GPT-3.5 showed correlations of 0.60 (95% CI 0.47-0.70) and 0.53 (95% CI 0.40-0.65) with the 2 human raters, with higher results for GPT-4. The weekly averages of GPT-3.5 probabilities showed substantial correlations with weekly tweet volume for 44% (4/9) of the countries, with correlations ranging from 0.10 (95% CI 0.0-0.29) to 0.53 (95% CI 0.39-0.89), with larger correlations for GPT-4. More modest correlations were found for correlation with known epidemics, with substantial correlation only in American Samoa (0.40, 95% CI 0.16-0.81). CONCLUSIONS: These findings suggest that GPT prompting can efficiently assess the content of social media posts and indicate possible disease outbreaks to a degree of accuracy comparable to that of humans. Furthermore, we found that automated content analysis of tweets is related to tweet volume for conjunctivitis-related posts in some locations and to the occurrence of actual epidemics. Future work may improve the sensitivity and specificity of these methods for disease outbreak detection.


Subject(s)
Conjunctivitis , Epidemics , Social Media , Humans , United States , Infodemiology , Disease Outbreaks , Language
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