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CONTEXT: Diseases related to excessive sugar consumption have become a public health concern. However, there may be a direct association between the consumption of artificial sweeteners and changes in body weight. OBJECTIVE: The aim was to evaluate potential industry financial conflicts of interest in publications on the relationship between high-intensity sweetener consumption and changes in body weight in observational and intervention studies. DATA SOURCES: The systematic review used the Medline, Embase, Cochrane, Scopus, and the VHL (Virtual Health Library) Regional Portal, including the LILACS databases. The PICOS strategy were used in the search strategy for intervention studies and for observational studies used the exposure factor as the criterion. DATA EXTRACTION: Inclusion criteria were observational and intervention studies in adults, without population or health status restrictions, without restriction on the year of publication, but restricted to full articles in Portuguese, English, and Spanish. Exclusion criteria were humans younger than 18 years, cross-sectional studies, and animal and in vitro studies. DATA ANALYSIS: There were extracted effect estimates, odds ratios, and linear associations, quantifying the effects per unit of intake of high-intensity sweeteners. The risk of bias in the intervention studies was assessed using the Cochrane Collaboration Risk of Bias tool (RoB). The Newcastle Ottawa Scale was used for observational studies (case-control and cohort). CONCLUSION: Most clinical trials favor using artificial sweeteners and receive contributions from the food industry. Observational studies, for the most part, show that the use of artificial sweeteners is unfavorable. In these studies, there was no sponsorship from the food industry, only from regulatory bodies. This result suggests that studies that had the support of the food industry had their influence on their outcomes. SYSTEMATIC REVIEW REGISTRATION: PROSPERO registration no: CRD42016036204.

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The occurrence of conflict of interest (CoI) is assumed to be a big challenge facing all healthcare sectors, including the medical laboratory system (MLS). Therefore, this study aimed to explain the concepts and examples of CoI and its management within this system. This scoping review was fulfilled in 2023 in Iran. To this end, the Persian and English keywords of this study were searched on the Persian and English databases based on the Medical Subject Headings (MeSH) and the Arksey and O'Malley methodological framework. All retrieved articles were then imported into EndNote X8, and their quality was evaluated via the Mixed Methods Appraisal Tool (MMAT). In total, 104 articles, of 6875 sources extracted, published from 2000 to 2023, were recruited following the identification and screening stages. Most articles had reported the maximum number of CoI examples in the MLS in diverse nations, including Iran, particularly in terms of structural, financial, objective, and subjective issues and primary and secondary interests among policymakers and higher-ranking managers of the healthcare system. Currently, CoI in healthcare systems, including the MLS, is unavoidable, but the best strategy, in preference to removing this situation, is to manage it under potential conditions before its occurrence and conversion into corruption. In view of that, it is recommended to provide effective training programs, increase transparency at work, facilitate compliance with professional guidelines, reform organizational structures and processes in the public sector, and establish policies best suited to manage CoI in the MLS of Iran.

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Purpose: To highlight gaps in the professional ethics of ophthalmology. Design: Perspective. Methods: Presentation of problematic cases in ophthalmologic ethics with juxtaposition of ethical, legal, and conscientious viewpoints informed by relevant literature. Results: What is legal, ethical, and conscientious overlap but are not identical. Professional ethical guidelines, when they exist, are stricter than what the law requires, but are silent on several contemporary controversies. Conscientious guidelines can vary from loosest to strictest as they apply to individuals with wide variability. The relationship of ophthalmology to society changes, and ethical guidelines lag for some of the interactions. Conclusion: The rules of ethics for ophthalmology need to be updated and evidence of activity and oversight made public. Failure to do so invites greater external regulation.

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BACKGROUND: Accurate conflict of interest (COI) information is essential for promoting transparency and trust in research. We aim to assess COI disclosure patterns in monoclonal antibodies (MABs) research for chronic rhinosinusitis with nasal polyposis (CRSwNP) using the Open Payments Database (OPD). METHODS: Studies on FDA-approved MABs for CRSwNP (dupilumab, omalizumab, mepolizumab) published between 2019 and 2021 with at least one US author were identified through PubMed. Industry-reported payments from the manufacturers (Sanofi, Regeneron, Genentech, Novartis, and GlaxoSmithKline) between 2018 and 2021 in OPD's General Payments category were collected. Authors were cross-checked against OPD metadata using a previously published ChatGPT-based algorithm. Additionally, this novel algorithm analyzed COI statements for relevant author‒company specific disclosures, identifying disclosed and undisclosed payments made 3‒15 months prior to publication. RESULTS: A total of 214 unique authors from 76 studies were included. Of 30 articles that received at least one relevant payment, 21 (70%) were found to have an undisclosed COI, with a mean total undisclosed payment of $4890 and a median of $10,331. Fifty-six authors had relevant OPD payments and 40 (71.4%) authors did not declare a potential COI. Interestingly, 158 authors had no relevant payments and 62 (39.2%) declared a potential COI. Author order was not significantly associated with potential under- or over-disclosure. CONCLUSION: This study characterizes COI disclosure patterns in rhinosinusitis-relevant MABs research using a novel automated approach. Given the discrepancy between disclosures and industry-reported payments, our findings suggest a need for improved disclosure education and practices.

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OBJECTIVE: To evaluate the extent of payments from medical device and pharmaceutical companies to editorial board members of leading otolaryngology journals. METHODS: Editorial board members of the top 10 otolaryngology journals from Google Scholar rankings were identified in this cross-sectional study. Payments between 2017 and 2022 were identified via the Open Payments Database from the Centers for Medicare and Medicaid Services. All payment data was adjusted for inflation in 2022 US dollars. Descriptive analyses were performed and journal websites were evaluated for individual editor disclosures. RESULTS: Out of 581 board members, 306 (53 %) received industry payments between 2017 and 2022, median journal percentage 55 % (interquartile range: 26.5 %-73.5 %). A sum of $45.8 million was paid out between 2017 and 2022, comprising $32.0 million in associated research funding, $1.2 million in research payments, $1.4 million in ownership and investment interests, and $11.2 million in general payments. The largest general payments were made out for "services other than consulting and speaking" ($3.9 million), "consulting" ($3.8 million), "travel and lodging" ($0.99 million), "education" ($0.87 million), "royalty or license" ($0.56 million), and "food and beverage" ($0.55 million). Individual editor disclosures were only available for International Forum of Allergy and Rhinology (9 % of all included editors). CONCLUSIONS: Industry payments to editors of otolaryngology journals are not uncommon. We highlight the need for improved reporting of individual editor disclosures for transparency to journal readers and for minimizing biased editorial decisions.

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A scoping review of publications about commercial milk formulas intended for or consumed by children 12-36 months (CMF 12-36) was conducted. This review aimed to comprehensively map the existing literature, identify key concepts in the field and understand its evolution through time. A total of 3329 articles were screened and 220 were included, published between 1986 and 2024. Most works were published after 2016 (70.0%) and in high-income countries (71.8%). Original studies were the vast majority (81.8%) of publications. Most publications dealt with feeding practices or analysed the composition and/or contamination of specific products (44.1% and 35.9%), but since the late 2000s, publications about marketing, policy, legislation, and consumer perception started to appear. Most published works (65.5%) did not focus exclusively on CMF 12-36 and included formulas for other demographics or other foods. About half of the works (55.5%) did not consider CMF 12-36 to be a breast milk substitute. We found 81 distinct product denominations used to refer to CMF 12-36, Growing Up Milk was the most common (25.9%). CMF industry was involved in 41.8% of all analysed works, and industry participation and funding were not always clearly informed (22.5% lacked a conflict of interest statement, and 25.5% did not present any information about funding). In the last decade, publications about CMF 12-36 have increased in volume and diversified in scope and subject matter. CMF-industry participation has always been and still is present in the field, so possible vested interests should be taken into account when appreciating the literature.

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BACKGROUND: Financial conflicts of interest (FCOI) of medical professionals and associated organizations with pharmaceutical companies (pharma) might contribute to the use of low value oncological treatments. Value criteria for oncological drug approvals in the Netherlands have recently become more stringent leading to objections by cancer patient advocacy organizations (cPAOs). Considering the importance of cPAOs input in cancer patient care we analyzed whether pharma funding of cPAOs occurs in the Netherlands. METHODS: The cPAO websites and available annual reports were evaluated for disclosure of pharma funding for the years 2021 and 2022. Also, data from the Dutch Healthcare Transparency Registry (DHTR) were extracted. RESULTS: Twenty-one of 34 (61.8 %) cPAOs received pharma funding (with 20 registered in the DHTR), and for 13 (29.4 %) cPAOs no reporting of pharma funding could be found. Three of the cPAOs disclosed pharma funding directly on their main website. Online educational material was available from 22 cPAOs on their websites with pharma funding disclosed on the educational material in 5. The total registered amount of pharmaceutical funding was €667,232.00 in 2021 and €536,098.00 in 2022. The median (and interquartile ranges) DHTR registered amount of support per cPAO that received funding in the studied period was €23,799.50 (14,823.75-84,663.30). The most common funding category as defined in the DHTR was project sponsorship. CONCLUSIONS: Financial support by the pharmaceutical industry is common for Dutch cPAOs. Given the importance of cPAOs and their objective input in the societal debate on the availability of cancer drugs, the potential influence of pharma sponsoring should be critically evaluated.

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BACKGROUND: Large language models (LLMs) have the potential to support promising new applications in health informatics. However, practical data on sample size considerations for fine-tuning LLMs to perform specific tasks in biomedical and health policy contexts are lacking. OBJECTIVE: This study aims to evaluate sample size and sample selection techniques for fine-tuning LLMs to support improved named entity recognition (NER) for a custom data set of conflicts of interest disclosure statements. METHODS: A random sample of 200 disclosure statements was prepared for annotation. All "PERSON" and "ORG" entities were identified by each of the 2 raters, and once appropriate agreement was established, the annotators independently annotated an additional 290 disclosure statements. From the 490 annotated documents, 2500 stratified random samples in different size ranges were drawn. The 2500 training set subsamples were used to fine-tune a selection of language models across 2 model architectures (Bidirectional Encoder Representations from Transformers [BERT] and Generative Pre-trained Transformer [GPT]) for improved NER, and multiple regression was used to assess the relationship between sample size (sentences), entity density (entities per sentence [EPS]), and trained model performance (F1-score). Additionally, single-predictor threshold regression models were used to evaluate the possibility of diminishing marginal returns from increased sample size or entity density. RESULTS: Fine-tuned models ranged in topline NER performance from F1-score=0.79 to F1-score=0.96 across architectures. Two-predictor multiple linear regression models were statistically significant with multiple R2 ranging from 0.6057 to 0.7896 (all P<.001). EPS and the number of sentences were significant predictors of F1-scores in all cases ( P<.001), except for the GPT-2_large model, where EPS was not a significant predictor (P=.184). Model thresholds indicate points of diminishing marginal return from increased training data set sample size measured by the number of sentences, with point estimates ranging from 439 sentences for RoBERTa_large to 527 sentences for GPT-2_large. Likewise, the threshold regression models indicate a diminishing marginal return for EPS with point estimates between 1.36 and 1.38. CONCLUSIONS: Relatively modest sample sizes can be used to fine-tune LLMs for NER tasks applied to biomedical text, and training data entity density should representatively approximate entity density in production data. Training data quality and a model architecture's intended use (text generation vs text processing or classification) may be as, or more, important as training data volume and model parameter size.

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BACKGROUND: It is well established that the tobacco industry used research funding as a deliberate tactic to subvert science. There has been little wider attention to how researchers think about accepting industry funding. We developed, then tested, hypotheses about two psychological constructs, namely, entitlement and conflict of interest contrarianism (CoI-C) among alcohol researchers who had previously received industry funding. METHODS: A mixed-methods pilot study involved construct and instrument development, followed by an online survey and nested 3-arm randomised trial. We randomly allocated alcohol industry funding recipients to one of three conditions. In two experimental conditions we asked participants questions to remind them (and thus increase the salience) of their sense of entitlement or CoI-C. We compared these groups with a control group who did not receive any reminder. The outcome was a composite measure of openness to working with the alcohol industry. RESULTS: 133 researchers were randomised of whom 79 completed the experiment. The posterior distribution over effect estimates revealed that there was a 94.8% probability that reminding researchers of their CoI-C led them to self-report being more receptive to industry funding, whereas the probability was 68.1% that reminding them of their sense of entitlement did so. Biomedical researchers reported being more open to working with industry than did psychosocial researchers. CONCLUSION: Holding contrarian views on conflict of interest could make researchers more open to working with industry. This study shows how it is possible to study researcher decision-making using quantitative experimental methods.

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The Centers for Medicare & Medicaid Services (CMS) relies on public comments submitted in response to proposed national coverage determinations to assist the agency in determining the coverage of items and services for Medicare beneficiaries. In a cross-sectional study, we characterized the cited evidence and what funding supported the cited evidence submitted in public comments to CMS for all therapeutic medical device national coverage determinations finalized between June 2019 and June 2022. Of 681 public comments, 159 (23%) cited at least 1 identifiable published scientific journal article. Within these 159 public comments, 198 unique articles were cited, 170 (86%) of which included funding statements or author disclosures. Among these, 96 (56%) disclosed funding from manufacturers that would benefit from Medicare coverage and/or were written by author(s) who received funding from these manufacturers. In summary, most public commenters for national coverage determinations did not cite published scientific journal articles to support their positions. Among those who did, more than half of articles were directly funded by manufacturers that would benefit from coverage. Greater funding of independent, non-industry-supported research may help provide unbiased evaluations of benefits and harms to support Medicare coverage decisions.

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Harm reduction is a classic Public Health concept to refer to the reduction of the negative effect of drug use/abuse with a focus on justice and human rights, but the tobacco industry has been perverting this concept for years and using it as a tool for its own marketing. This publication details what real harm reduction action on tobacco use would be, when it should be implemented, and what pillars it should be based on. Different methods of reducing the harmful effects of tobacco and nicotine have been tried and tested over time, but the results have been poor; therefore, smoking cessation by the various officially recognised methods is recommended as a priority objective, using the tools that are truly supported by science. In contrast, it also explains the strategies developed by the industry to manipulate consumers and make them dependent on products that can eventually kill them: from the development of filtered cigarettes to light cigarettes, and from menthol to flavoured vapes. In all cases, they have falsely led people to believe that they were developing less toxic products when they were not. Nowadays, both light and menthol cigarettes are banned in Spain, filters have not reduced risk but increased the use, and vapes try to replace cigarettes with their attractive flavours and their false legend of healthier products when what they are really doing is maintaining the same addiction by changing the object, encouraging dual use, and attracting younger and younger non-smokers. At the same time, a strategy of dividing the opinion of health professionals has been developed, using medical doctors and researchers with recognised conflicts of interest but who manage to confuse consumers. In conclusion, we consider that, although nicotine releasing devices may be useful elements in some particular cases, they are not recommended at the population level as they can promote onset, prevent cessation, as well as maintaining the addictive capacity. The only nicotine products that are recommended are those of pharmacological use approved for the case and provided they are used as a transitional tool to complete cessation.

La reducción de daños es un concepto clásico de la Salud Pública para referirse a la reducción del impacto negativo del consumo de drogas con un enfoque de justicia y derechos humanos, pero la industria tabacalera lleva años pervirtiendo este concepto y utilizándolo como una herramienta de su propio marketing. La presente publicación detalla qué sería una verdadera acción de reducción de daños en tabaquismo, cuándo debería aplicarse y en qué pilares debería sostenerse. A lo largo del tiempo se han probado distintos métodos de minorar los efectos perjudiciales del tabaco y de la nicotina, si bien los resultados han sido escasos; así pues, se propone como objetivo prioritario la cesación tabáquica por los distintos métodos reconocidos, utilizando como herramientas las verdaderamente amparadas por la Ciencia. En contraste, se explican también las estrategias desarrolladas por la industria para manipular a los consumidores y hacerles dependientes de unos productos que eventualmente pueden acabar con sus vidas: desde el desarrollo de los cigarrillos con filtro a los light, y de los mentolados a los vapers de sabores. En todos los casos han hecho creer falsamente que desarrollaban productos menos tóxicos cuando no era así. Hoy en día, tanto los cigarrillos light como los mentolados están prohibidos en España, los filtros no han conseguido una disminución del riesgo y sí un aumento del consumo, y los vapers intentan sustituir a los cigarrillos con sus aromas atractivos y su falsa leyenda de productos más sanos cuando lo que están haciendo en realidad es mantener la misma adicción cambiando el objeto, fomentando el consumo dual, y atrayendo a consumidores no-fumadores previos cada vez más jóvenes. Paralelamente, se ha desarrollado una estrategia de división de la opinión de los profesionales sanitarios, con médicos e investigadores con reconocidos conflictos de interés pero que logran confundir al consumidor. Como conclusión consideramos que, si bien en algún caso particular los DSLN (dispositivos susceptibles de liberar nicotina) puedan ser elementos útiles, no son recomendables a nivel poblacional ya que pueden promover el inicio del consumo e impedir la cesación, además de mantener la capacidad adictógena. Los únicos productos de nicotina que se recomiendan son aquellos de uso farmacológico aprobados para el caso y siempre que se usen como herramienta transitoria para la cesación completa.

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Recognition of the importance to environmental epidemiology of ethical and philosophical deliberation led, in 1996, to the establishment of Ethics Guidelines for the profession. In 1999, these guidelines were adopted by the International Society for Environmental Epidemiology. The guidelines were revised in 2012 and again in 2023 to ensure continued relevance to the major issues facing the field. Comprising normative standards of professional conduct, the guidelines are structured into four subsections: (1) obligations to individuals and communities who participate in research; (2) obligations to society; (3) obligations regarding funders/sponsors and employers; and (4) obligations to colleagues. Through the 2023 revision of the Ethics Guidelines, the International Society for Environmental Epidemiology seeks to ensure the highest possible standards of transparency and accountability for the ethical conduct of environmental epidemiologists engaged in research and public health practice.

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BACKGROUND: Despite known adverse impacts on patients and health systems, "incentive-linked prescribing," which describes the prescribing of medicines that result in personal benefits for the prescriber, remains a widespread and hidden impediment to quality of healthcare. We investigated factors perpetuating incentive-linked prescribing among primary care physicians in for-profit practices (referred to as private doctors - PDs), using Pakistan as a case study. METHODS: Our mixed-methods study synthesised insights from a survey of 419 systematically sampled PDs and 68 semi-structured interviews with PDs (n=28), pharmaceutical sales representatives (SRs) (n=12), and provincial and national policy actors (n=28). For the survey, we built a verified database of all registered PDs within Karachi, Pakistan's most populous city, administered an electronic questionnaire in-person and descriptively analysed the data. Semi-structured interviews incorporated a vignette-based exercise and data was analysed using an interpretive approach. RESULTS: Our survey showed that 90% of PDs met pharmaceutical SRs weekly. Three interlinked factors perpetuating incentive-linked prescribing we identified were: gaps in understanding of conflicts of interest and loss of values among doctors; financial pressures on doctors operating in a (largely) privately financed health-system, exacerbated by competition with unqualified healthcare providers; and aggressive incentivisation by pharmaceutical companies, linked to low political will to regulate an over-saturated pharmaceutical market. CONCLUSION: Regular interactions between pharmaceutical companies and PDs are normalised in our study setting. Progress on regulating these is hindered by the substantial role of incentive-linked prescribing in the financial success of physicians and pharmaceutical industry employees. A first step towards addressing the entrenchment of incentive-linked prescribing may be to reduce opposition to restrictions on incentivisation of physicians from stakeholders within the pharmaceutical industry, physicians themselves, and policy-makers concerned about curtailing growth of the pharmaceutical industry.

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