Pings
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3 Answers 0 Votes
What validated tools or frameworks exist for detecting and mitigating AI/LLM hallucinations in systematic review methodology in resource constrained settings ?
I have published survey based research on AI hallucination awareness among early career medical researchers in Pakistan (medRxiv preprint live). I am seeking expert input on validated detection frameworks or mitigation strategies specifically applicable to systematic review workflows in low and middle income country research contexts where verification infrastructure is limited.
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8 Answers 2 Votes
What is the most important part of a scientific article? Let's approach this seriously! Part 2
I have read all the responses to my question, and I find that, except for one, they are largely absurd. There is talk of methodology and results, but as the famous saying goes, “There are lies, big lies, and statistics.” Many articles submitted for publication manipulate data that is either highly misleading or not original at all. I’m unsure if this will be approved on Scipion. What is the most important part of a scientific article? Let’s approach this seriously! I am not at all surprised...
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28 Answers 3 Votes
What are the benefits of strong collaborations between academia and the industry?
It is said that lack of relevant relationships between the industry and academia impede industrial innovations, as a strong bond between both can revolutionise global economy. What is your take on this and what benefits can such relationship between both parties bring?
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12 Answers 0 Votes
The motivation behind conducting a risk assessment
Hello, I understand the purpose of a chemical risk assessment (e.g., setting safe exposure limits). However, I am wondering, in practical terms, what (aside from regulations) causes agencies to conduct these assessments. Consumer concerns? Potential litigation? Political pressure? In other words, what signals do the EPA and other regulatory agencies get that convinces them to conduct an assessment? Thank you.
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7 Answers 1 Vote
Do violations of basic ethical principles in research invalidate the results of a study?
I'm working on an ethics workshop for MSc-level anthropology students on the topic of 'Ethics in the Research of Contemporary Populations'. The question posted here will appear at the end of the class, and I would love to show the students as many answers as possible from scientists. Additionally, if the responses demonstrate significant interest, I will consider public dissemination on social media, so please reply anonymously.
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Answer Accepted 4 Answers 2 Votes
How can universities cultivate a stronger research culture among students? What distinguishes a good researcher from a great researcher?
In your opinion, what are the most effective ways universities and Research institutes can strengthen research culture among students? And what qualities distinguish a good researcher from a truly great researcher? I look forward to hearing perspectives from the academic and research community.
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7 Answers 0 Votes
How can deep learning architectures be designed to improve generalization under limited or noisy training data while maintaining robustness and interpretability?
Deep learning models have achieved remarkable performance across domains such as computer vision, natural language processing, and scientific modeling. However, challenges remain in areas including generalization beyond training distributions, interpretability of learned representations, and robustness to noisy or limited datasets. I am particularly interested in understanding which architectural innovations, training strategies, or theoretical insights have shown the most promise in...
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0 Answers 0 Votes
What is the current evidence for GLP1 receptor agonists as disease modifying agents in multiple sclerosis, beyond metabolic and weight effects?
I am conducting a PROSPERO registered systematic review and meta analysis on GLP-1 receptor agonists in multiple sclerosis (CRD420261385854). I am seeking expert perspectives on whether current preclinical and clinical evidence supports a disease modifying mechanism or whether observed benefits are secondary to metabolic and weight improvements.
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2 Answers 0 Votes
How does friccohesity chemistry act as global physicochemical property with quantum mechanical activity to nanoformulate the smart cosmetics, syrups, supplements, lubricants, antiwrinkle creams ?
Currently, the friccohesity measured using survismeter has emerged as global physicochemical property of smart research methodologies for nanoformulations to bring all the ingredients in a most aligned coordination for generating the extra mileage of each ingredient for applications.
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4 Answers 0 Votes
Which impact has Bempedoic Acid on atherosclrosis plaque stability ?
Mechanism of action
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