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Importance: Language-learning model-based artificial intelligence (AI) chatbots are growing in popularity and have significant implications for both patient education and academia. Drawbacks of using AI chatbots in generating scientific abstracts and reference lists, including inaccurate content coming from hallucinations (ie, AI-generated output that deviates from its training data), have not been fully explored. Objective: To evaluate and compare the quality of ophthalmic scientific abstracts and references generated by earlier and updated versions of a popular AI chatbot. Design, Setting, and Participants: This cross-sectional comparative study used 2 versions of an AI chatbot to generate scientific abstracts and 10 references for clinical research questions across 7 ophthalmology subspecialties. The abstracts were graded by 2 authors using modified DISCERN criteria and performance evaluation scores. Main Outcome and Measures: Scores for the chatbot-generated abstracts were compared using the t test. Abstracts were also evaluated by 2 AI output detectors. A hallucination rate for unverifiable references generated by the earlier and updated versions of the chatbot was calculated and compared. Results: The mean modified AI-DISCERN scores for the chatbot-generated abstracts were 35.9 and 38.1 (maximum of 50) for the earlier and updated versions, respectively (P = .30). Using the 2 AI output detectors, the mean fake scores (with a score of 100% meaning generated by AI) for the earlier and updated chatbot-generated abstracts were 65.4% and 10.8%, respectively (P = .01), for one detector and were 69.5% and 42.7% (P = .17) for the second detector. The mean hallucination rates for nonverifiable references generated by the earlier and updated versions were 33% and 29% (P = .74). Conclusions and Relevance: Both versions of the chatbot generated average-quality abstracts. There was a high hallucination rate of generating fake references, and caution should be used when using these AI resources for health education or academic purposes.
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Inteligência Artificial , Olho , Humanos , Estudos Transversais , Alucinações , Educação em SaúdeRESUMO
A 68-year-old man with a history of B-cell lymphoma and active renal cell carcinoma, receiving cabozantinib therapy, presents with worsening hazy vision in the right eye after retinal detachment repair of the left eye. What would you do next?
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Descolamento Retiniano , Vasculite , Humanos , Descolamento Retiniano/diagnósticoRESUMO
PURPOSE: To describe a case of a 64-year-old male presenting with cytomegalovirus (CMV) and herpes simplex virus (HSV) retinitis coinfection in the setting of Burkitt's lymphoma. METHODS: Case report including multimodal imaging and anterior chamber polymerase chain reaction results. RESULTS: This case highlights the importance of the clinical exam and maintaining high diagnostic suspicion for viral retinitis in immunocompromised patients. CONCLUSIONS: Aqueous fluid PCR can be a useful adjunctive test to distinguish and confirm a diagnosis of viral retinitis. Given the limited sample volume of aqueous biopsy, it is important to prioritize the order of PCR testing based on clinical suspicion of the causative agent.
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INTRODUCTION: This study aimed to determine whether teleretinal screening for hydroxychloroquine retinopathy (HCQR) improves clinical efficiency and adherence to recommended screening guidelines compared to face-to-face screening among patients in a large safety net medical system. METHODS: In this retrospective cohort study of a consecutive sample of 590 adult patients with active HCQ prescriptions seen in the outpatient ophthalmology clinic at Los Angeles County + University of Southern California Medical Center from 1 September 2018 to 25 November 2019, 203 patients underwent technician-only tele-HCQR screening (THRS), and 387 patients underwent screening with traditional face-to-face visits (F2FV) with an eye-care provider. Data on clinic efficiency measures (appointment wait time and encounter duration) and adherence to recommended screening guidelines were collected and compared between the two cohorts. RESULTS: Compared to F2FV, the THRS cohort experienced significantly shorter median (interquartile range) time to appointment (2.5 (1.5-4.6) vs. 5.1 (2.9-8.4) months; p < 0.0001), shorter median encounter duration (1 (0.8-1.4) vs. 3.7 (2.5-5.2) hours; p < 0.0001) and higher proportion of complete baseline screening (102/104 (98.1%) vs. 68/141 (48.2%); p < 0.001) and complete chronic screening (98/99 (99%) vs. 144/246 (58.5%); p < 0.001). DISCUSSION: A pilot THRS protocol was successfully implemented at a major safety net eye clinic in Los Angeles County, resulting in a 50.9% reduction in wait times for screening, 72.9% reduction in encounter duration and 49.9% and 40.5% increases in proportions of complete baseline and chronic screening, respectively. Tele-HCQ retinal screening protocols may improve timeliness to care and screening adherence for HCQR in the safety net setting.
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Retinopatia Diabética , Doenças Retinianas , Adulto , Humanos , Hidroxicloroquina/efeitos adversos , Retinopatia Diabética/diagnóstico , Los Angeles , Provedores de Redes de Segurança , Estudos Retrospectivos , Doenças Retinianas/induzido quimicamente , Doenças Retinianas/diagnósticoRESUMO
Importance: Diverse enrollment and adequate representation of racial and ethnic minority groups in randomized clinical trials (RCTs) are valuable to ensure external validity and applicability of results. Objective: To compare the distribution of race and ethnicity in RCTs of diabetic macular edema (DME) and macular edema from retinal vein occlusion (RVO) to that of US Census data. Design, Setting, and Participants: This was a cross-sectional retrospective analysis comparing racial and ethnic demographic characteristics of US-based RCTs of DME and RVO between 2004 and 2020 with 2010 US Census data. PubMed and ClinicalTrials.gov were searched to screen for completed phase 3 RCTs with published results. Of 169 trials screened, 146 were excluded because they were incomplete, did not report race and ethnicity, or were not based in the US, and 23 trials were included (15 DME and 8 RVO). The number and percentage of American Indian or Alaska Native, Asian, Black, Hispanic, Native Hawaiian or Other Pacific Islander, and White participants was recorded in each RCT. The demographic distribution and proportion was compared to the reported distribution and proportion in the 2010 US Census using the χ2 test. Main Outcomes and Measures: Overrepresentation, underrepresentation, or representation commensurate with 2010 US Census data in the racial and ethnic populations of RCTs of retinal vascular disease. Results: In 23 included RCTs of DME and RVO, there were a total of 38 participants (0.4%) who identified as American Indian or Alaska Native and Native Hawaiian or Other Pacific Islander (groups combined owing to small numbers), 415 Asian participants (4.4%), 904 Black participants (9.6%), 954 Hispanic participants (10.1%), and 7613 White participants (80.4%). By comparison, the 2010 US Census data indicated that 1.1% of the US population self-reported as American Indian or Alaska Native and Native Hawaiian or Other Pacific Islander (groups combined for comparison in this study), 4.8% self-reported as Asian, 12.6% as Black or African American, 16.3% as Hispanic, and 63.7% as White. American Indian or Alaska Native and Hawaiian or Other Pacific Islander participants were underrepresented in 2 trials, neither overrepresented nor underrepresented in 20, and not overrepresented in any of the included trials. Asian participants were underrepresented in 10 trials, overrepresented in 4, and neither overrepresented nor underrepresented in 8. Black participants were underrepresented in 9 trials, overrepresented in 2, and neither overrepresented nor underrepresented in 11. Hispanic participants were underrepresented in 15 trials, overrepresented in 2, and neither overrepresented nor underrepresented in 5. White participants were underrepresented in 2 trials, overrepresented in 14, and neither overrepresented nor underrepresented in 7. The χ2 values comparing RCT demographic distribution to US 2010 Census data were significantly different in 22 of 23 included RCTs. Conclusions and Relevance: The findings in this study indicated a discrepancy between racial and ethnic demographic data in RCTs of DME and RVO and the US population according to the 2010 Census. White study participants were most frequently overrepresented, and Hispanic study participants were most frequently underrepresented. These findings support the need for more efforts to recruit underrepresented racial and ethnic minorities to improve external validity in trial findings.
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Diabetes Mellitus , Retinopatia Diabética , Edema Macular , Oclusão da Veia Retiniana , Humanos , Etnicidade , Grupos Minoritários , Censos , Estudos Transversais , Estudos Retrospectivos , Ensaios Clínicos Controlados Aleatórios como Assunto , RetinaRESUMO
Purpose: To describe a patient with bilateral peripapillary astrocytic hamartomas with exudation of subretinal fluid into the macula and loss of vision without evidence of choroidal neovascularization. The patient rapidly responded to intravitreal bevacizumab injections resulting in reduced subretinal fluid and clinical improvement. Observation: A 70-year-old female presented with worsening vision in her left eye due to subretinal fluid exudation from a peripapillary astrocytic hamartoma. The patient was treated with two doses of bevacizumab with rapid improvement in vision and resolution of subretinal fluid. Genetic testing was negative for common pathogenic variants for tuberous sclerosis and neurofibromatosis, which are highly associated with bilateral optic nerve and retinal astrocytic hamartomas. Conclusion: Astrocytic hamartomas with exudation may be responsive to bevacizumab suggesting a dependence of these lesions on vascular endothelial growth factor (VEGF) independent of secondary choroidal neovascularization. Furthermore, this case describes a patient with bilateral astrocytic hamartomas without genetic or clinical confirmation of associated phakomatoses, such as tuberous sclerosis and neurofibromatosis.
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PURPOSE: To describe the case of a 12-year-old woman with vitreoretinal manifestations of Type 3 Gaucher disease. METHODS: A retrospective case report including multimodal imaging and histologic examination of the vitreous. RESULTS: A 12-year-old woman with a history of Gaucher disease Type 3 was referred to the ophthalmology service for evaluation of vitreous deposits in both eyes. Funduscopic examination was notable for white vitreous opacities in both eyes. Ultra-widefield fluorescein angiography demonstrated areas of blockage associated with the deposits and focal areas of leakage. Optical coherence tomography angiography showed shadow artifact without intrinsic flow at these sites. Three years after presentation, she developed a right hemorrhagic posterior vitreous detachment, requiring pars plana vitrectomy with scleral buckle. A vitreous sample was sent to pathology, which demonstrated Gaucher cells. CONCLUSION: Gaucher disease is a rare metabolic condition caused by an autosomal recessive deficiency of glucocerebrosidase. To the best of our knowledge, this is the first report of hemorrhagic posterior vitreous detachment in Type 3 Gaucher disease, including ultra-widefield imaging, optical coherence tomography angiography, and histopathology.
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Doença de Gaucher , Descolamento do Vítreo , Criança , Feminino , Angiofluoresceinografia , Doença de Gaucher/complicações , Doença de Gaucher/diagnóstico , Doença de Gaucher/cirurgia , Humanos , Estudos Retrospectivos , Tomografia de Coerência Óptica/métodos , Transtornos da Visão/complicações , Acuidade Visual , Vitrectomia/efeitos adversos , Descolamento do Vítreo/diagnóstico , Hemorragia Vítrea/diagnóstico , Hemorragia Vítrea/etiologia , Hemorragia Vítrea/cirurgiaRESUMO
Purpose: This work aims to assess the quality, accountability, readability, accessibility, and presence of Spanish translation in online material through a Google search of "macular degeneration". Methods: In this retrospective cross-sectional analysis of website results from a Google search of "macular degeneration", the quality and accountability for each website were assessed using the DISCERN criteria and the Health on the Net Foundation Code of Conduct (HONcode) principles. All 31 sites were independently graded by 2 ophthalmologists. Readability was evaluated using an online tool. The presence of accessibility features on the website and Spanish translation was recorded. The primary outcome measure was the DISCERN and HONcode quality and accountability scores of each website. Secondary outcome measures included the readability, accessibility, and presence of Spanish translation. Results: The mean ± SD of each criterion across all 15 DISCERN questions was 2.761 ± 0.666 (out of 5). The mean HONcode score for all websites was 7.355 ± 3.123. The mean consensus reading grade level was 10.258 ± 2.49. There were no statistically significant differences in any score between the top 5 websites and the bottom 26 websites evaluated. Accessibility was available on 10 of 31 websites. Spanish translation was available on 10 of 31 websites. Conclusions: The top 5 websites that appeared on a Google search did not have better quality or readability of online content. Improving quality, accountability, and readability can help improve patients' health literacy regarding macular degeneration.
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PURPOSE: To present a 22-month-old girl with a complete retinal detachment who was found to have systemic exam findings consistent with neurofibromatosis type 1 during the course of multi-specialty exam under anesthesia. OBSERVATIONS: During examination under anesthesia, ophthalmic exam findings demonstrated retinal detachment with cyst formation, as well as peripheral non-perfusion of the retina in the left eye. Non-ophthalmic findings discovered on difficulty with intubation included a laryngeal plexiform neurofibroma and café-au-lait spots. CONCLUSIONS: Pediatric retinal detachments are uncommon compared to those in adults. Pediatric patients with neurofibromatosis type 1 can present with vision loss as the presenting symptom. Systemic signs and symptoms should be carefully screen and monitored.
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PURPOSE: To report two cases of photosensitive seizures due to fundus photography flash. OBSERVATIONS: Two patients with seizure history present to a retina clinic for routine follow up. While obtaining imaging, these patients experienced a seizure triggered by fundus camera flash. CONCLUSIONS: Fundus photography is essential and ubiquitous amongst optometry and ophthalmology practices, especially in the rising era of telemedicine in the setting of the recent COVID-19 pandemic. To our knowledge, there are no other reports in the literature of seizures triggered by fundus photography flash. However, we believe this to be an under-reported phenomenon and suggest that all eye care providers screen patients for a history of seizures or epilepsy prior to fundus photography.
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PURPOSE OF REVIEW: The aim of this article is to assess the current state of teleophthalmology given the sudden surge in telemedicine demand in response to the novel coronavirus 2019 (COVID-19). RECENT FINDINGS: Recommendations and policies from government and national health organizations, combined with social distancing, have led to exponential increases in telemedicine use. Teleophthalmology can be integrated into ophthalmic care delivery. In the emergency room, teleophthalmology can be utilized to triage patients and diagnose common ophthalmic eye diseases. Ophthalmology practices can utilize real-time medicine to conduct many parts of an in-person exam. In cases where more complex diagnostic tools are warranted, a model incorporating telemedicine and focused in-person visits may still be beneficial. Innovative technologies emerging in the market allow for increased remote monitoring, screening, and management of adult and pediatric patients for common eye diseases. SUMMARY: COVID-19 created a demand for healthcare delivery that limits in-person examination and potential viral exposure. Teleophthalmology allows ophthalmologists to continue caring for patients while keeping physicians and patients safe. Although challenges still exist, the pandemic has accelerated the adoption of teleophthalmology. As a result, teleophthalmology will play an integral role in providing high-quality efficient care in the near future.
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Betacoronavirus , Infecções por Coronavirus/epidemiologia , Atenção à Saúde , Oftalmologia/métodos , Pneumonia Viral/epidemiologia , Telemedicina/métodos , COVID-19 , Oftalmopatias/diagnóstico , Humanos , Oftalmologia/organização & administração , Pandemias , SARS-CoV-2 , Telemedicina/organização & administraçãoRESUMO
Dry eye and glaucoma are two frequently encountered ocular conditions, which can lead to substantial morbidity and decreased quality of life. Patients on topical glaucoma medications are known to be at greater risk for ocular surface symptoms. Veterans seen in the eye clinics at the Miami Veterans Affairs Hospital from January to July 2016 completed surveys assessing dry eye and ocular pain symptoms, including the five item Dry Eye Questionnaire (DEQ5). A total of 62 patients with glaucoma completed the survey. Of those, 52 were on glaucoma medications at the time of the survey, with the majority requiring more than one medication to control intraocular pressure. The frequency of mild or greater dry eye symptoms (defined as DEQ5 >6) tended to increase with increasing medication burden, and patients on brimonidine were more likely to report a DEQ5 >6. Patients on three or more glaucoma medications were more likely to report symptoms of shooting pain, dryness, and itchiness. Patients using timolol were more likely to report throbbing and pain by light, while those on latanoprost reported stinging. Our data support an association between increasing number of glaucoma medications and worsening of dry eye symptoms. Patient and medication-associated symptoms can be used to tailor individual medication regimens.
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The authors present clinical and angiographic findings in a 12-year-old girl with achondroplasia who presented with bilateral retinal peripheral nonperfusion and unilateral rhegmatogenous retinal detachment, which has not been previously described in achondroplasia. This report contributes incremental knowledge regarding aberrant retinal vascular phenomena observed in pediatric disease states and implicates the possible role of mutations in the FGFR3 gene in peripheral vascular abnormalities. [Ophthalmic Surg Lasers Imaging Retina. 2017;48:272-274.].
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Acondroplasia/complicações , Angiofluoresceinografia/métodos , Retina/patologia , Descolamento Retiniano/etiologia , Vasos Retinianos/anormalidades , Criança , Feminino , Fundo de Olho , Humanos , Descolamento Retiniano/congênito , Descolamento Retiniano/diagnósticoRESUMO
BACKGROUND: Thoracic aortic dissection (AD) is a rare occurrence in childhood and mostly associated with connective tissue disorders or congenital abnormalities. We examined the characteristics associated with AD and predictors of survival. METHODS: The Kids' Inpatient Database (1997-2009) was used to identify thoracic ADs occurring in patients <20-y-old. Clinical characteristics, as well as determinants of survival, were analyzed using standard statistical methods. RESULTS: One hundred sixty-eight cases of thoracic AD were identified during the study period. Overall survival was 83%. Average length of stay was 15.9 ± 16.9 d, with charges 181,867.92 ± $211,985.00. Thoracic dissection tended to affect adolescents aged 15-19 y (67%), males (76%), and Caucasians (56%) most frequently. Most patients were privately insured (64%) and treated at urban teaching centers (86%). Commonly associated diagnoses were hypertension (18%), Marfan syndrome (15%), and aortic valve disorders (8%). When repair was performed, open repair was more frequent (88%) than endovascular repair (6%). Hemorrhage was the most common complication (19%). Multiple determinants of survival were found. Girls (mortality odds ratio: 0.21 [0.05-0.91]) fared better than boys, P = 0.023. Patients with Medicaid (2.84 [1.21-6.69]) had higher mortality versus privately insured, P = 0.014. Income, race, and hospital characteristics, and type of repair were not significant predictors, even on sub-analyses of surgical and nonsurgical groups separately. CONCLUSIONS: Dissection of the thoracic aorta is a rare but significant condition affecting the pediatric population. Most repairs are performed using open technique. Payer status and gender are predictors of survival in these cases.
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Aneurisma da Aorta Torácica/mortalidade , Dissecção Aórtica/mortalidade , Adolescente , Dissecção Aórtica/cirurgia , Aneurisma da Aorta Torácica/cirurgia , Criança , Pré-Escolar , Feminino , Mortalidade Hospitalar , Humanos , Lactente , Masculino , Estudos Retrospectivos , Estados Unidos/epidemiologia , Adulto JovemRESUMO
Intake of saturated fat is a risk factor for ulcerative colitis (UC) and colon cancer. Changes in the microbiota have been implicated in the development of UC and colon cancer. The host and the microbiota generate metabolites that may contribute to or reflect disease pathogenesis. We used lipid class specific quantitative mass spectrometry to assess the phospholipid (PL) profile (phosphatidylcholine [PC], phosphatidylethanolamine [PE], phosphatidylinositol [PI], phosphatidylserine [PS]) of stool from mice fed a high fat (HFD) or control diet with or without induction of colitis-associated tumors using azoxymethane and dextran sodium sulfate. The microbiota was assessed using qPCR for several bacterial groups. Colitis-associated tumors were associated with reduced bulk PI and PE levels in control diet fed mice compared to untreated mice. Significant decreases in the relative quantities of several PC species were found in colitis-associated tumor bearing mice fed either diet. Statistical analysis of the PL profile revealed distinct clustering by treatment group. Partial least squares regression analysis found that the relative quantities of the PS class profile best predicted bacterial abundance of Clostridium leptum and Prevotella groups. Abundance of selected PL species correlated with bacterial group quantities. Thus, we have described that a HFD and colitis-associated tumors are associated with changes in phospholipids and may reflect host-microbial interactions and disease states.
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Biomarcadores Tumorais/química , Neoplasias do Colo/metabolismo , Fezes/química , Fosfolipídeos/química , Animais , Biomarcadores Tumorais/metabolismo , Carcinogênese/metabolismo , Colite/etiologia , Colite/metabolismo , Neoplasias do Colo/etiologia , Dieta Hiperlipídica/efeitos adversos , Fezes/microbiologia , Feminino , Masculino , Camundongos Endogâmicos C57BL , Microbiota , Fosfolipídeos/metabolismoRESUMO
PURPOSE: The aims were to determine whether exposure to sodium hydroxide results in predictable changes in phosphatidylcholine (PC) in corneal tissue and if PC profile changes correlate to exposure duration. PCs are major components of the cell membrane lipid bilayer and are often involved in biological processes such as signaling. METHODS: Enucleated porcine (n = 140) and cadaver human eyes (n = 20) were exposed to water (control) and 11 M NaOH. The corneas were excised and lipids were extracted using the Bligh and Dyer method with suitable modifications. Class-specific lipid identification was carried out using a ratiometric lipid standard on a TSQ Quantum Access Max mass spectrometer. Protein amounts were determined using Bradford assays. RESULTS: Control and alkali-treated corneas showed reproducible PC spectra for both porcine and human corneas. Over 200 PCs were identified for human and porcine control and each experimental time point. Several PC species (m/z values) consequent upon alkali exposure could not be ascribed to a recorded PC species. Control and treated groups showed 41 and 29 common species among them for porcine and human corneas, respectively. The unique PC species peaked at 12 minutes and at 30 minutes for human and porcine corneas followed by a decline consistent with an interplay of alkali penetration and hydrolyses at various time points. CONCLUSIONS: Alkali exposure dramatically changes the PC profile of cornea. Our data are consistent with penetration and hydrolysis as stochastic contributors to changes in PCs due to exposure to alkali for a finite duration and amount.