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Evaluating patient-facing eye disease information: ChatGPT-5 vs. Pfizer health answers 评估患者眼病信息:ChatGPT-5与辉瑞健康答案
Pub Date : 2025-12-22 DOI: 10.1016/j.ajoint.2025.100215
Adriana Kaganovski , Anisha Kasi , Aliya Grinberg , Michael Kozlov , Riya Patel , Minwoo Kwon , Carolyn Lai , Inci Dersu

Purpose

To evaluate and compare the quality, accuracy, understandability, and actionability of responses generated by a health-specific AI chatbot (Health Answers by Pfizer) and a general-purpose AI chatbot (ChatGPT/GPT-5) to ophthalmology-related patient queries.

Methods

We input the top five Google Trends search queries on three leading causes of blindness worldwide — glaucoma, cataract, and age-related macular degeneration — into both chatbots. We evaluated each chatbot response with the Flesch Reading Ease test, Flesch-Kincaid Grade Level, Patient Education Materials Assessment Tool, and DISCERN tool to assess the quality, accuracy, understandability, and actionability of each response.

Results

ChatGPT-5 produced responses that were easier to read (Flesch Reading Ease of 48.1 vs 39.0, p = 0.02) and written at a lower grade level (Flesch-Kincaid Grade Level of 8.9 vs 12.2, p = 0.003). ChatGPT-5 also scored higher for understandability (PEMAT-P understandability scores of 83.8% vs 80.5%, p = 0.024) and information quality (DISCERN scores of 41.3 vs 36.4, p = 0.047). In contrast, Health Answers by Pfizer produced content that was significantly more actionable (PEMAT-P actionability scores of 41.3% vs 23.3%, p = 0.004).

Conclusions

This study highlights the utility of Health Answers by Pfizer in producing content of higher actionability, compared to ChatGPT-5, which produced content of greater understandability, quality, and readability. It is paramount for effective patient education in ophthalmology to improve AI chatbots to balance clarity with actionability, especially given the critical nature of silently progressing diseases like glaucoma.
目的评估和比较健康专用AI聊天机器人(辉瑞公司的Health Answers)和通用AI聊天机器人(ChatGPT/GPT-5)对眼科相关患者查询产生的回答的质量、准确性、可理解性和可操作性。方法:我们在两个聊天机器人中输入关于全球三种主要致盲原因(青光眼、白内障和年龄相关性黄斑变性)的谷歌趋势搜索查询前五名。我们使用Flesch Reading Ease test、Flesch- kincaid Grade Level、Patient Education Materials Assessment Tool和DISCERN工具来评估每个聊天机器人的反应,以评估每个反应的质量、准确性、可理解性和可操作性。结果schatgpt -5产生的回答更容易阅读(Flesch Reading Ease为48.1 vs 39.0, p = 0.02),书写水平较低(Flesch- kincaid grade level为8.9 vs 12.2, p = 0.003)。ChatGPT-5在可理解性(PEMAT-P可理解性得分为83.8%比80.5%,p = 0.024)和信息质量(DISCERN得分为41.3比36.4,p = 0.047)方面得分也更高。相比之下,辉瑞公司的健康答案产生的内容更具可操作性(PEMAT-P可操作性得分为41.3%对23.3%,p = 0.004)。与ChatGPT-5相比,本研究突出了辉瑞公司的Health Answers在产生更高可操作性内容方面的效用,后者产生的内容更具可理解性、质量和可读性。对于有效的眼科患者教育来说,改进人工智能聊天机器人以平衡清晰度和可操作性是至关重要的,特别是考虑到青光眼等悄无声息发展的疾病的关键性质。
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引用次数: 0
Anatomical and visual outcomes of pneumatic retinopexy in primary rhegmatogenous retinal detachment 气动视网膜固定术治疗原发性孔源性视网膜脱离的解剖学和视觉效果
Pub Date : 2025-12-22 DOI: 10.1016/j.ajoint.2025.100218
Hassan Moutei, Meriem Abdellaoui, Fouad Chraibi, Idriss Benatiya

Purpose

To evaluate pneumatic retinopexy (PnR) outcomes for primary rhegmatogenous retinal detachment (RRD) in a real-world North African cohort and identify factors associated with surgical failure.

Design

Retrospective observational case series.

Methods

A total of 112 eyes from 112 patients treated for primary RRD with PnR (January 2023–March 2025) were reviewed. Patient selection followed PIVOT trial criteria, including single retinal break or clustered breaks ≤1 clock hour, located within superior 8 clock hours (between 8 and 4 o'clock), with documented postoperative compliance. Preoperative demographics, ocular characteristics, and postoperative complications were systematically recorded. The primary anatomical outcome was defined as complete retinal reattachment without additional surgery at 6 months. Anatomical failure was defined as subretinal fluid persistence exceeding 4 weeks requiring secondary intervention. The primary visual outcome was best-corrected visual acuity (BCVA) at 6 months and its change over time. Logistic regression was used to identify factors associated with anatomical and visual failure.

Results

Single-operation anatomical success was 67 % (75/112 eyes); secondary procedures achieved 98 % final reattachment (110/112). Mean final BCVA was 0.12 logMAR, with 80 % of visual improvement occurring within the first postoperative month (0.62 logMAR gain; p < 0.001). Pseudophakia (OR=3.49, p < 0.001), high myopia (OR=1.82, p = 0.02), and prolonged symptom duration (OR=1.12 per day, p = 0.002) were independent factors associated with anatomical failure. New or missed retinal breaks (OR=2.16, p = 0.03) and proliferative vitreoretinopathy (PVR) (OR=1.96, p = 0.02) were independent postoperative factors of failure. For visual outcomes, pseudophakia (OR=3.2, p = 0.001), high myopia (OR=2.49, p = 0.004), worse preoperative BCVA (OR = 2.23, p = 0.002), and prolonged symptom duration (OR=1.35 per day, p = 0.002) were independent factors associated with poor outcomes. Postoperative complications (missed breaks OR=2.8; PVR OR=1.8) also independently contributed to poor visual recovery.

Conclusions

PnR achieves competitive anatomical and visual outcomes in real-world practice when rigorous patient selection and meticulous surgical technique are applied. Success depends equally on preoperative patient selection and surgical execution. Optimization through timely intervention, comprehensive preoperative examination, enhanced visualization, and rigorous surveillance may increase real-world success rates toward trial-level performance while maintaining procedural simplicity and cost-effectiveness in resource-limited settings.
目的评估北非现实世界人群中原发性孔源性视网膜脱离(RRD)的气压视网膜固定术(PnR)结果,并确定与手术失败相关的因素。设计回顾性观察病例系列。方法回顾性分析2023年1月~ 2025年3月收治的112例原发性RRD合并PnR患者的112只眼。患者选择遵循PIVOT试验标准,包括单个视网膜断裂或聚集性断裂≤1时钟小时,位于优越的8时钟小时内(8点至4点之间),并记录术后依从性。系统记录术前人口统计学、眼部特征和术后并发症。主要解剖结果被定义为6个月时视网膜完全复位,无需额外手术。解剖失败定义为视网膜下积液超过4周,需要二次干预。主要视力指标为6个月时的最佳矫正视力(BCVA)及其随时间的变化。使用逻辑回归来确定与解剖和视觉功能障碍相关的因素。结果单次手术解剖成功率为67%(75/112眼);二次手术最终复位率为98%(110/112)。平均最终BCVA为0.12 logMAR, 80%的视力改善发生在术后第一个月内(0.62 logMAR增益;p < 0.001)。假性近视(OR=3.49, p < 0.001)、高度近视(OR=1.82, p = 0.02)和症状持续时间延长(OR=1.12 /天,p = 0.002)是解剖衰竭的独立相关因素。新发或漏发视网膜断裂(or =2.16, p = 0.03)和增殖性玻璃体视网膜病变(or =1.96, p = 0.02)是术后失败的独立因素。对于视力结果,假性晶光(OR=3.2, p = 0.001)、高度近视(OR=2.49, p = 0.004)、术前BCVA恶化(OR= 2.23, p = 0.002)和症状持续时间延长(OR=1.35 /天,p = 0.002)是与预后不良相关的独立因素。术后并发症(漏断OR=2.8; PVR OR=1.8)也是导致视力恢复差的独立原因。结论通过严格的患者选择和细致的手术技术,spnr在实际应用中获得了良好的解剖和视觉效果。成功与否同样取决于术前病人的选择和手术的执行。通过及时的干预、全面的术前检查、增强的可视化和严格的监测进行优化,可以提高实际成功率,达到试验水平,同时在资源有限的情况下保持程序的简单性和成本效益。
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引用次数: 0
In memoriam, Nobuhiko Matsuo, 1931-2025 为了纪念,松尾信彦1931-2025
Pub Date : 2025-12-20 DOI: 10.1016/j.ajoint.2025.100217
Toshihiko Matsuo
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引用次数: 0
Assessing demographic variation in large language model outputs for patient education materials in cataract surgery 评估白内障手术患者教育材料的大语言模型输出的人口统计学差异
Pub Date : 2025-12-19 DOI: 10.1016/j.ajoint.2025.100216
Angel Gao , Abu Bakar Butt , Fred Min , Amin Hatamnejad , Keean Nanji , Husayn Gulamhusein

Purpose

To evaluate whether large language model (LLM)-generated patient education materials for cataract surgery vary in readability, length, and accuracy based on demographic modifiers including race, gender, geography, and insurance status.

Design

Cross-sectional study

Methods

This study analyzed 7,000 responses from five LLMs (ChatGPT, Claude, Copilot, DeepSeek, and Gemini) between March-May 2025 using 280 standardized prompts that varied by race, gender, province/territory, and insurance coverage. Each prompt was submitted five times. Readability was assessed using the Flesch-Kincaid Grade Level (FKGL), Flesch Reading Ease (FRE), and SMOG index. Accuracy was assessed by dual blinded reviewers against AAO clinical guidelines. ANOVA was performed (α = 0.05).

Results

LLM outputs differed significantly across all metrics (p < 0.001). Gemini generated the longest (876 ± 143 words) and among the most complex text (FKGL 11.9 ± 1.2). Race, insurance status, and geography significantly impacted readability. Prompts referencing Indigenous patients were the most complex (FKGL 11.1 ± 1.8, FRE 36.5 ± 7.9). Insured prompts were longer and more complex (11.0 ± 1.7 vs. 10.8 ± 1.7; 429 vs. 399 words; p < 0.001). Prompts from Nunavut and Manitoba were the least readable (FKGL ≥ 11.1), while Quebec and PEI were most readable. Gender had minimal impact. No outputs contained clinically unsafe information, but most lacked sufficient depth. None of the responses met the AMA’s sixth-grade readability recommendation.

Conclusion

LLM-generated patient education for cataract surgery varies by patient demographics. These disparities may hinder equitable access to health information and highlight the need for bias-aware development of AI tools in healthcare.
目的评估大语言模型(LLM)生成的白内障手术患者教育材料在可读性、长度和准确性方面是否存在差异,这取决于人口统计学修饰因素,包括种族、性别、地理位置和保险状况。设计横断面研究方法本研究分析了2025年3月至5月期间来自5位法学硕士(ChatGPT、Claude、Copilot、DeepSeek和Gemini)的7000份回复,使用280个标准化提示,这些提示因种族、性别、省份/地区和保险范围而异。每个提示被提交了5次。采用Flesch- kincaid Grade Level (FKGL)、Flesch Reading Ease (FRE)和SMOG指数评估可读性。根据AAO临床指南进行双盲评估。方差分析(α = 0.05)。结果sllm的输出在所有指标上都有显著差异(p < 0.001)。双子座生成了最长的(876±143个单词)和最复杂的文本(FKGL 11.9±1.2)。种族、保险状况和地理显著影响可读性。本土患者提示最复杂(FKGL 11.1±1.8,FRE 36.5±7.9)。投保提示更长、更复杂(11.0±1.7 vs 10.8±1.7;429 vs 399; p < 0.001)。来自努纳武特和马尼托巴的提示可读性最低(FKGL≥11.1),而魁北克省和PEI的提示可读性最高。性别影响最小。没有输出包含临床不安全信息,但大多数缺乏足够的深度。没有一个回答符合美国医学协会的六级可读性建议。结论法学硕士对白内障手术患者的教育因患者的不同而不同。这些差异可能妨碍公平获取卫生信息,并突出表明需要在卫生保健领域开发具有偏见意识的人工智能工具。
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引用次数: 0
Intravitreal injection history and cataract surgery complications: A multicenter retrospective cohort 玻璃体内注射史与白内障手术并发症:一项多中心回顾性队列研究
Pub Date : 2025-12-18 DOI: 10.1016/j.ajoint.2025.100214
Justus Zemberi , Julian Peregoff , Matthew Santos

Purpose

To evaluate whether a recent history of intravitreal injection is associated with postoperative complications after cataract surgery in a large, real-world cohort.

Design

Retrospective, propensity score–matched cohort study.

Methods

Adults undergoing cataract surgery with or without at least one intravitreal injection within 90 days before surgery were identified from the U.S. TriNetX research network. Cohorts were matched for demographic characteristics and ocular and systemic comorbidities. Postoperative complications at 14, 30, and 90 days were compared using risk ratios with 95% confidence intervals.

Results

After matching, 10,107 patients with recent intravitreal injection and 10,107 controls were included. A recent intravitreal injection history was associated with higher rates of postoperative macular edema at 14, 30, and 90 days (RR range 2.07–2.69) and vitreous hemorrhage at 90 days (RR 1.74). Absolute risk differences were modest. No significant associations were observed for infection, retinal detachment, anterior vitrectomy, lens dislocation, anterior uveitis, or secondary lens procedures.

Conclusion

In this large retrospective analysis, patients undergoing cataract surgery with a recent history of intravitreal injection had higher observed rates of postoperative macular edema and vitreous hemorrhage, while other major complications were not increased. These associations likely reflect the presence of underlying retinal disease rather than a direct effect of the injection procedure itself and should be interpreted as non-causal.
目的在一项大型真实队列研究中,评估近期玻璃体内注射史是否与白内障术后并发症有关。设计回顾性、倾向评分匹配的队列研究。方法从美国TriNetX研究网络中确定接受白内障手术的成年人,术前90天内至少有或没有一次玻璃体内注射。根据人口统计学特征和眼部及全身合并症对队列进行匹配。术后14、30和90天的并发症发生率比较采用95%可信区间的风险比。结果匹配后纳入10107例近期玻璃体内注射患者和10107例对照组。近期玻璃体内注射史与术后14、30和90天黄斑水肿(RR范围2.07-2.69)和90天玻璃体出血(RR 1.74)的发生率较高相关。绝对风险差异不大。未观察到感染、视网膜脱离、前玻璃体切除术、晶状体脱位、前葡萄膜炎或继发性晶状体手术的显著相关性。结论在这项大型回顾性分析中,近期有玻璃体内注射史的白内障手术患者术后黄斑水肿和玻璃体出血的发生率较高,而其他主要并发症未增加。这些关联可能反映了潜在视网膜疾病的存在,而不是注射过程本身的直接影响,应该被解释为非因果关系。
{"title":"Intravitreal injection history and cataract surgery complications: A multicenter retrospective cohort","authors":"Justus Zemberi ,&nbsp;Julian Peregoff ,&nbsp;Matthew Santos","doi":"10.1016/j.ajoint.2025.100214","DOIUrl":"10.1016/j.ajoint.2025.100214","url":null,"abstract":"<div><h3>Purpose</h3><div>To evaluate whether a recent history of intravitreal injection is associated with postoperative complications after cataract surgery in a large, real-world cohort.</div></div><div><h3>Design</h3><div>Retrospective, propensity score–matched cohort study.</div></div><div><h3>Methods</h3><div>Adults undergoing cataract surgery with or without at least one intravitreal injection within 90 days before surgery were identified from the U.S. TriNetX research network. Cohorts were matched for demographic characteristics and ocular and systemic comorbidities. Postoperative complications at 14, 30, and 90 days were compared using risk ratios with 95% confidence intervals.</div></div><div><h3>Results</h3><div>After matching, 10,107 patients with recent intravitreal injection and 10,107 controls were included. A recent intravitreal injection history was associated with higher rates of postoperative macular edema at 14, 30, and 90 days (RR range 2.07–2.69) and vitreous hemorrhage at 90 days (RR 1.74). Absolute risk differences were modest. No significant associations were observed for infection, retinal detachment, anterior vitrectomy, lens dislocation, anterior uveitis, or secondary lens procedures.</div></div><div><h3>Conclusion</h3><div>In this large retrospective analysis, patients undergoing cataract surgery with a recent history of intravitreal injection had higher observed rates of postoperative macular edema and vitreous hemorrhage, while other major complications were not increased. These associations likely reflect the presence of underlying retinal disease rather than a direct effect of the injection procedure itself and should be interpreted as non-causal.</div></div>","PeriodicalId":100071,"journal":{"name":"AJO International","volume":"3 1","pages":"Article 100214"},"PeriodicalIF":0.0,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145841444","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
“Indocyanine green enhanced TTT Vs TTT for treatment of thicker tumors in Retinoblastoma- a randomised control trial” 吲哚菁绿增强TTT Vs TTT治疗视网膜母细胞瘤中较厚肿瘤的随机对照试验
Pub Date : 2025-12-16 DOI: 10.1016/j.ajoint.2025.100213
Ipsita Barman , Rachna Meel , Neelam Pushker , Vinod Kumar , Neiwete Lomi , Anjolie Chhabra , Mandeep S. Bajaj

Background

Transpupillary thermotherapy (TTT) is used as a focal treatment modality for smaller retinoblastoma tumors, however its efficacy in thicker tumors is limited. This study evaluated whether indocyanine green (ICG) augmentation of TTT (ICGeTTT) improves tumor regression compared to TTT alone for residual chemoreduced retinoblastomas >2 mm in height.

Methods

In this randomized controlled trial, simple randomisation table was used to allocate 28 chemoreduced tumors to treatment with either TTT (group 1) or ICGeTTT (group 2). Treatment was administered every 3–4 weeks until tumor height was <2 mm or a maximum of four sessions were completed.

Results

The baseline tumor height was higher for the ICGeTTT group. Adjusted analysis for this baseline difference showed a statistically significant greater reduction in tumor height for group 2 (44 %) as compared to group 1 (21 %) (p = 0.018). The percentage of tumors achieving complete regression was higher in group 2 but this difference did not reach statistical significance. The cumulative energy used and side effects from treatment were similar between the groups.

Conclusion

Despite the limitations of the study including the small sample size and the baseline difference, the study still demonstrated a greater tumor height reduction with the use of ICGeTTT as compared to TTT in chemoreduced thick residual tumors and hence ICGeTTT may be preferred in such cases.
背景:上突热疗法(TTT)被用作小视网膜母细胞瘤的局部治疗方式,但其对较厚肿瘤的疗效有限。本研究评估了与单纯TTT相比,吲哚菁绿(ICG)增强TTT是否能改善高度为2mm的残留化疗减少视网膜母细胞瘤的肿瘤消退。方法在本随机对照试验中,采用简单随机化表将28例化疗减少肿瘤分配到TTT(1组)或ICGeTTT(2组)治疗。治疗每3-4周进行一次,直到肿瘤高度达到2mm或最多完成4次治疗。结果ICGeTTT组基线肿瘤高度较高。对基线差异的校正分析显示,与1组(21%)相比,2组(44%)的肿瘤高度降低具有统计学意义(p = 0.018)。2组肿瘤完全消退的百分比较高,但差异无统计学意义。两组之间的累积能量消耗和治疗副作用相似。结论尽管本研究存在样本量小、基线差异等局限性,但与TTT相比,在化疗减少的厚壁残余肿瘤中,ICGeTTT的肿瘤高度降低更大,因此ICGeTTT可能是这类病例的首选。
{"title":"“Indocyanine green enhanced TTT Vs TTT for treatment of thicker tumors in Retinoblastoma- a randomised control trial”","authors":"Ipsita Barman ,&nbsp;Rachna Meel ,&nbsp;Neelam Pushker ,&nbsp;Vinod Kumar ,&nbsp;Neiwete Lomi ,&nbsp;Anjolie Chhabra ,&nbsp;Mandeep S. Bajaj","doi":"10.1016/j.ajoint.2025.100213","DOIUrl":"10.1016/j.ajoint.2025.100213","url":null,"abstract":"<div><h3>Background</h3><div>Transpupillary thermotherapy (TTT) is used as a focal treatment modality for smaller retinoblastoma tumors, however its efficacy in thicker tumors is limited. This study evaluated whether indocyanine green (ICG) augmentation of TTT (ICGeTTT) improves tumor regression compared to TTT alone for residual chemoreduced retinoblastomas &gt;2 mm in height.</div></div><div><h3>Methods</h3><div>In this randomized controlled trial, simple randomisation table was used to allocate 28 chemoreduced tumors to treatment with either TTT (group 1) or ICGeTTT (group 2). Treatment was administered every 3–4 weeks until tumor height was &lt;2 mm or a maximum of four sessions were completed.</div></div><div><h3>Results</h3><div>The baseline tumor height was higher for the ICGeTTT group. Adjusted analysis for this baseline difference showed a statistically significant greater reduction in tumor height for group 2 (44 %) as compared to group 1 (21 %) (<em>p</em> = 0.018). The percentage of tumors achieving complete regression was higher in group 2 but this difference did not reach statistical significance. The cumulative energy used and side effects from treatment were similar between the groups.</div></div><div><h3>Conclusion</h3><div>Despite the limitations of the study including the small sample size and the baseline difference, the study still demonstrated a greater tumor height reduction with the use of ICGeTTT as compared to TTT in chemoreduced thick residual tumors and hence ICGeTTT may be preferred in such cases.</div></div>","PeriodicalId":100071,"journal":{"name":"AJO International","volume":"3 1","pages":"Article 100213"},"PeriodicalIF":0.0,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145841388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multimodal large language models for IOL power calculation in cataract surgery: A feasibility study 白内障手术中人工晶状体度数计算的多模态大语言模型:可行性研究
Pub Date : 2025-12-11 DOI: 10.1016/j.ajoint.2025.100205
Hye Won Jun , Sun Young Ryu , Tae Keun Yoo

Purpose

To assess whether multimodal large language models (MLLMs) can reproduce classical intraocular lens (IOL) power calculations and provide usable backup guidance when standard calculators are unavailable or for educational purposes.

Design

Methods-comparison feasibility study.

Methods

From a public IOLMaster 700 dataset, 180 eyes were sampled and stratified by axial length and anterior chamber depth. IOL powers were computed by device Sanders–Retzlaff–Kraff/Theoretical (SRK/T) (reference), Barrett Universal II (APACRS), and three MLLMs (ChatGPT-5, Gemini-2.5-Pro, ChatGPT-4o) using identical biometry. Agreement metrics included mean absolute error (MAE) and the proportion within ±0.25, ±0.50, and ±1.00 D versus device SRK/T.

Results

ChatGPT-5 and Gemini-2.5-Pro implemented SRK/T using effective lens position estimation and a vergence approach, whereas ChatGPT-4o defaulted to SRK I unless tightly constrained. ChatGPT-5 showed near-reference agreement with SRK/T (MAE 0.30 D; 78.8% within ±0.50 D vs SRK/T), while Gemini-2.5-Pro and ChatGPT-4o had larger errors. Subgroup analyses across axial length–anterior chamber depth strata showed that ChatGPT-5 did not differ significantly from SRK/T after Bonferroni correction, whereas Gemini-2.5-Pro and ChatGPT-4o exhibited significant positive biases in long and short eyes. Agreement patterns were similar when Barrett Universal II was used as the secondary comparator.

Conclusion

MLLMs, particularly ChatGPT-5, may provide a portable, stepwise backup for classical IOL power calculation (SRK/T). MLLMs may offer educational value and serve as a secondary check on conventional calculations but should not replace validated biometry platforms, especially in eyes with extreme biometry. Prospective, outcome-based validation and usability testing are warranted before any real-world clinical deployment.
目的评估多模态大语言模型(MLLMs)是否可以再现经典的人工晶状体(IOL)度数计算,并在标准计算器不可用或用于教育目的时提供可用的备用指导。设计方法-比较可行性研究。方法从IOLMaster 700公共数据集中抽取180只眼,按眼轴长度和前房深度进行分层。人工晶体的度数由sander - retzlaff - kraff /Theoretical (SRK/T)(参考)、Barrett Universal II (APACRS)和三个mllm (ChatGPT-5、Gemini-2.5-Pro、chatgpt - 40)使用相同的生物识别技术计算。一致性指标包括平均绝对误差(MAE)以及相对于设备SRK/T在±0.25、±0.50和±1.00 D范围内的比例。结果schatgpt -5和Gemini-2.5-Pro使用有效的透镜位置估计和收敛方法实现SRK/T,而chatgpt - 40除非受到严格约束,否则默认为SRK/T。ChatGPT-5与SRK/T接近参考一致(MAE 0.30 D; 78.8%与SRK/T在±0.50 D内),而Gemini-2.5-Pro和chatgpt - 40的误差较大。亚组分析显示,经Bonferroni矫正后,ChatGPT-5与SRK/T无显著差异,而Gemini-2.5-Pro和chatgpt - 40在长眼和短眼中表现出显著的正偏差。当使用Barrett Universal II作为二级比较时,协议模式是相似的。结论mllm,特别是ChatGPT-5,可以为经典的IOL功率计算(SRK/T)提供便携式的逐步备份。mlms可能具有教育价值,并可作为常规计算的二次检查,但不应取代经过验证的生物识别平台,特别是在具有极端生物识别的眼睛中。前瞻性的、基于结果的验证和可用性测试在任何实际临床部署之前都是必要的。
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引用次数: 0
Special issue on evidence-based global health in ophthalmology – AJO international 国际眼科循证全球健康特刊
Pub Date : 2025-12-11 DOI: 10.1016/j.ajoint.2025.100169
Mapa Prabhath Piyasena
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引用次数: 0
Association between sociodemographic factors and visual impairment at initial presentation: A SOURCE data repository analysis 社会人口学因素与初次呈现时的视力障碍之间的关系:SOURCE数据存储库分析
Pub Date : 2025-12-11 DOI: 10.1016/j.ajoint.2025.100210
Xi Dai , Muhammad Jehanzeb Khan , Ahmed Sabit , Mustafa Iftikhar , Jiangxia Wang , Jessica Chow , Joshua D. Stein , Fasika A. Woreta

Purpose

To assess sociodemographic factors associated with the extent of VI at initial presentation from four of the most common causes of vision loss in the US.

Design

Retrospective cohort analysis

Participants

Patients ≥ age 40 in the Sight Outcomes Research Collaborative (SOURCE) Ophthalmology Data Repository presenting with cataract, glaucoma, diabetic retinopathy, or age-related macular degeneration ≥ 1 eye between Jan 1, 2012 and Dec 31, 2020.

Methods

VI was categorized into none/mild (20/40 or better), moderate (< 20/40 to > 20/200), and severe (20/200 or worse) based on best recorded better acuity in the better seeing eye at initial presentation. A multinomial logistic regression model was used to evaluate risk factors associated with VI at initial presentation.

Main Outcome Measures

Odds of moderate and severe VI at initial visit.

Results

We included 331,473 patients across seven participating sites. The mean (SD) age was 67.5 (10.5) years and 58.8% were female. Across the four disease categories, compared with White patients, Black, Asian, Hispanic, and Native American patients had higher odds of moderate VI (aOR 1.32, 1.35, 1.62, 1.51) and severe VI (aOR 1.59, 1.07, 1.50, 1.56), respectively. Non English speaking patients had higher odds of presenting with moderate and severe VI (aOR 1.17 and 2.25). Patients living in less affluent communities were also more likely to present with moderate (aOR 1.12, 1.22, 1.29, 1.12) and severe VI (aOR 1.30, 1.37, 1.47, 1.42) across the four disease categories. For Native American patients with severe VI, the adjusted odds ratio was 1.56 (95% CI 1.48 to 1.65).

Conclusions

These findings highlight the importance of targeted public health strategies, including language-concordant care to address disparities in vision health and promote earlier diagnosis and treatment for vulnerable populations in the US.
目的从美国四种最常见的导致视力丧失的原因评估与初次呈现时VI程度相关的社会人口因素。2012年1月1日至2020年12月31日期间,视力结局研究合作(SOURCE)眼科数据库中年龄≥40岁的患者出现≥1只眼的白内障、青光眼、糖尿病视网膜病变或年龄相关性黄斑变性。方法根据初诊时佳视眼最佳记录的较好视力,将svi分为无/轻度(20/40或更好)、中度(<; 20/40至>; 20/200)和重度(20/200或更差)。使用多项逻辑回归模型评估与VI初始表现相关的危险因素。初诊时中重度VI的主要结局指标。结果我们纳入了7个参与地点的331473名患者。平均(SD)年龄为67.5(10.5)岁,58.8%为女性。在四种疾病类别中,与白人患者相比,黑人、亚洲人、西班牙裔和美洲原住民患者发生中度VI (aOR为1.32、1.35、1.62、1.51)和重度VI (aOR为1.59、1.07、1.50、1.56)的几率更高。非英语患者出现中度和重度VI的几率更高(aOR分别为1.17和2.25)。生活在较不富裕社区的患者也更有可能在四种疾病类别中表现为中度(aOR 1.12, 1.22, 1.29, 1.12)和重度VI (aOR 1.30, 1.37, 1.47, 1.42)。对于美洲原住民重症VI患者,调整后的优势比为1.56 (95% CI 1.48 ~ 1.65)。这些发现强调了有针对性的公共卫生策略的重要性,包括语言协调护理,以解决视力健康方面的差异,并促进对美国弱势群体的早期诊断和治疗。
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引用次数: 0
Corrigendum to “The Brazilian experience on screening, visual assessment, and prescription of glasses in childhood: A perspective of global interest” [AJO International (2025) Volume 2, Issue 3, 100158] “巴西在筛查、视力评估和儿童眼镜处方方面的经验:全球利益的视角”的勘误表[AJO International (2025) Volume 2, Issue 3, 100158]
Pub Date : 2025-12-11 DOI: 10.1016/j.ajoint.2025.100164
ACSB Carneiro , JM Furtado , A Leite , ALF Darcie , AC Ribeiro , LM Hopker , C Nakanami , SP Donahue , JD Rossetto
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引用次数: 0
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