Named after the hundred-eyed watchman of Greek myth, Argus watches the education landscape: spotting new opportunities, pressure-testing the ventures we're building, and tracing every read back to the real-world signals behind it.
The evidence library: the raw signals the pipeline is watching across the education ecosystem. Every idea is built from these.
Objective Structured Clinical Examinations (OSCEs) are widely used to assess medical students clinical skills, including non-technical abilities such as communication and empathy. However, the potential influence of individual psychological traits--such as personality dimensions, empathy, and stress-related mindset--on OSCE performance remains understudied. This study investigated associations between personality traits, empathy levels, stress mindsets, and performance in OSCEs among medical students. An online questionnaire (including the Big Five Personality Traits Inventory 2, the Jefferson Scale of Physician Empathy (Medical Student version), the Growth Mindset Scale, the Stress Mindset Measure) was provided to all fifth-year medical students enrolled at the Universite Paris Cite for six weeks before undertaking graduation summative OSCEs. Their scores were correlated with OSCE performance using Spearmans correlation and linear regression analyses. A total of 99 questionnaires were
BackgroundPeriodontal disease (PD) and diabetes mellitus (DM) have a well-established bidirectional relationship, affecting glycaemic control and chronic disease outcomes. However, the extent to which medical training supports physician awareness of this association remains unclear especially in resource-limited settings. ObjectiveTo assess exposure to oral health education and to identify predictors of awareness of PD-DM association among physicians. MethodsA cross-sectional study was conducted among 146 physicians managing diabetic patients at a tertiary teaching hospital in Ghana. A structured questionnaire assessed exposure to oral health education, periodontal disease knowledge (score range 0-5), and awareness using a 5-item Likert scale (score range 5-25). Multivariable linear regression identified predictors of awareness. ResultsAlthough 62.1% reported exposure to oral health content during undergraduate training, 59.2% rated its quality as poor. Mean awareness score was 20.6 (S
BackgroundHigh workload among healthcare workers has increasingly been correlated with poor patient outcomes, inefficient operational and financial outcomes, and burnout. Despite growing literature exploring causes of attending physician workload, there is limited understanding of trainee-specific measures. ObjectiveWe aimed to characterize elements contributing to trainee workload and perceived challenges and satisfiers to the trainee workday as a foundation for better understanding and measuring trainee work experience. MethodsInternal Medicine and Medicine-Pediatrics residents at an academic medical center were invited to participate in focus groups discussing contributors to inpatient workload and work experience between March and April 2024. A qualitative content analysis identified key metrics of trainee workload and work experience, which were then consolidated into overarching domains. A structured, multi-round rating process ranked the perceived relevance of each metric. Resul
We do not allow requests for this scam competition. Going forward if you post something asking for votes your post will be removed (which we’ve been doing) and you will be banned. Please continue to report future posts made by people who can’t read directions. submitted by /u/pile_o_puppies [link] [comments]
IntroductionEvaluate large language models (LLMs) for scoring medical student essays, and compare various prompting techniques and models. MethodsOpenAI GPT scored 51 medical student reflection essays (15 real, 36 fabricated) using a previously-reported 6-point rubric (April-May 2025). We compared 29 prompt-model conditions by systematically varying the LLM prompts (including the persona, scoring rubric, few-shot learning [exemplars], chain-of-thought reasoning, and temperature), fine-tuning, and model (including GPT-4.1, GPT-4.1-mini, GPT-o4-mini, and GPT-4-Turbo). Outcomes were accuracy (compared with human raters, measured using single-score intraclass correlation coefficient [ICC] and mean absolute difference [MAD; zero indicates perfect agreement]), within-condition reproducibility, and cost. ResultsAcross all conditions, it took mean (SD) 3.73 (3.12) seconds to score 1 essay. The cost to score 100 essays was USD $0.04 for GPT-4.1-mini, $0.21 for GPT-4.1, $0.57 for GPT-4.1 with 3
In recent years, progress in medical informatics and machine learning has been accelerated by the availability of openly accessible benchmark datasets. However, patient-level electronic medical record (EMR) data are rarely available for teaching or methodological development due to privacy, governance, and re-identification risks. This has limited reproducibility, transparency, and hands-on training in cardiovascular risk modelling. Here we introduce PRIME-CVD, a parametrically rendered informatics medical environment designed explicitly for medical education. PRIME-CVD comprises two openly accessible synthetic data assets representing a cohort of 50,000 adults undergoing primary prevention for cardiovascular disease. The datasets are generated entirely from a user-specified causal directed acyclic graph parameterised using publicly available Australian population statistics and published epidemiologic effect estimates, rather than from patient-level EMR data or trained generative mode
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Welcome! Here you'll find links to good resources for the subreddit's most common questions. This helps to keep our sub tidy and useful for all! You'll notice many links go to a Google Drive - this is to preserve content as some users delete their comments or account over time. You may be able to find the original post if you search! If you're new to our sub, please review our rules . If you're new to Reddit, you can learn the Reddit basics. Please remember: don't dox yourself . We strongly encourage you to skim the sub and use the search before posting - the information you're looking for is likely already out there! Posts that are duplications of information found in this post may be removed. Sometimes when people ask for advice, they get upset when people tell them something different than what they wanted to hear. Sending harassing DMs or Modmails is not acceptable and that behavior can result in your Reddit account being suspended. Looking for friends in nursing school, help with
Good evening, r/nursing . We know this is a challenging time for all due to the outrageous events that occurred on a Minnesota street yesterday. As your modteam, we would like to take a moment to address some questions we've gotten regarding our moderator actions in the last 48 hours and to make our position on the death of Alex Pretti, and our future moderation actions regarding this topic, completely clear. Six years ago at the beginning of the pandemic, we witnessed an incredible swell of activity from users not typically seen as participants within our community. Misinformation was plentiful and rife. As many of you recall, accusations of nurses harming or outright killing patients to create a 'plandemic' were unfortunately a dime a dozen. We were inundated with vaccine deniers, mask haters, and social distancing detractors. For every voice of reason from a flaired and long-standing contributor in our forum, there was at least one outside interloper here simply to argue. At that ju
This community is about communicating and collaborating on the topic of educational technology. If you are a developer or sales person looking to promote your product or seek feedback, please use the monthly Developers and Sales thread. The monthly posts occur on the first day of the month at 12:01 AM -5 GMT and will be the second "stickied" post each month. Thanks and we look forward to hearing about your ideas! submitted by /u/mybrotherhasabbgun [link] [comments]
Please review our rules about conduct and submission guidelines before participating. 1. Treat others with respect A post or comment is deemed disrespectful if it includes discrimination, bigotry, prejudice, or harassment towards an individual or group of people. Remember and practice Rediquette 2. Posts are on-topic and relevant Posts must be: on topic and relevant; have clear and concise titles; contain accurate information from valid and reliable sources. Posts should not contain only an image or meme. 3. Links include a submission statement If you're sharing a link in a post, you must include a submission statement that explains the link's relevancy and purpose. 4. No spam Spam includes: a post containing a link or reference to an external source that does not include a submission statement; non-transparent product, publication, or personal blog promotion; Donors Choose and other fundraiser requests. The Reddit Education Network There is an incredible network of education and t
I have used Quizlet for years. I love the ease of studying on the go no matter where I am.
You have become very greedy. Quizlet used to be free for anyone who needed to study. Never will use it again.
It is really hard to control which lessons are presented and sometimes the flash cards just have numerals as answers which is not comprehensible. There should be a menu option so the student can navigate through and choose a lesson. As well, there should be a more understandable system.
This app engages multiple senses at one time to make the connection stick and recall easier.
Easy to maneuver through and better yet I can pull it up quick whenever I find myself with free time on my hands
I should not be getting ads when I’m paying $40 for Quizlet plus.
It’s obvious that the flash cards must be AI generated because of the poor grammar and stupid spelling mistakes. If you’re going to use AI to generate flash cards do everyone the courtesy of proofreading them before you publish them. It saves us wasted time trying to decipher what you mean and we can focus on the reason you provided them exam preparation.
The paid subscription is soooo useful
Ten years strong Quizlet has never let me down. They remain accessible for students with minimal resources and never fail to provide much needed help. Absolute best network for students to help each other. Thank you Quizlet! Couldn’t do it without you! I’ll always love you. 🫶
My literal go to study app every time.
See Title
I have see assignments every day but it’s okay it works well unfortunately
I’m a student and it helps me a lot, but a bunch of times my work doesn’t send through or I don’t get the comments teachers said they sent and it won’t let me open an assignment anyways it isn’t the worst but if u can u should use a diff app to help w/ school
No
All bad reviews are edgy 12yrs who hate school
I’ve been using Google Classroom ever since I was in maybe 2 second grade I’ve really had no major problems with it although their are a couple of issues now and again now that I’m going into 9th grade I’ve found that through my 8th grade year that the calendar was very helpful. I do suggest one thing tho as a student I find it very annoying that old classes still pop up and I’d like the ability for students to got rid of old classes because at the moment only teachers are able to and half the time they don’t listen just an idea to think ab tho.
Worst platform ever
This is the best app in case your school computer dies in your phone is not dead And it’s good for trips so you can do your schoolwork on your phone
Meh
Could not be worse
Suck my dih this app is trash
Generally, this app does the job. But the bugs are very annoying. For example, I finished module six in my class and this prerequisite opened up module seven on my iPad. But on my iPhone, module seven is still locked up. The PDF viewer on the app does not allow zooming in and so does not work very well on iPhones because the text is too small. Finally, logging into this program is very annoying, because NNU has so many different sites to login. Is it canvas? Is it instructure? Is it NNU?
The amount of times the widget only shows me assignments that are no longer able to be accessed is insane. And when I physically go in to mark those assignments done, it doesn’t show me what’s coming up next. It only shows assignments that are past due. And half the time, it won’t let you mark assignments as completed.
Nice to have school things on my personal device so I don’t need to use my school laptop and it sends me notifications 4 important stuff, email teachers, yeah it’s pretty great. If you have this website at school I suggest also downloading the app, helpful.
Please fix the notifications. I receive notifications that an assignment has been graded, but when I tap the notification banner, the app opens and just keeps loading. The grade never appears, so I have to find it manually. This has been happening consistently and is very frustrating.
Google classroom was better
I hate doing math you can not learn anything
Look for yourself!!!
It helps a lot of students
This app is Really good 😊, I study science 🧬.
IT DOESNT LET U RESTART, EXPLANATIONS AND PROBLEM ARE UNCLEAR, AND APP DOESNT SUPPORT ANYTHING INCLUDING. TYPING EXPONENTS ON THE KEYBOARD THE CONTROL CENTER IS TRASH AND THE FEEDBACK AND ACCOUNT SETTINGS DONT EVEN MAKE SENSE
Good
So I just came back to do khan academy and I see a screen telling me to sign up even though I was at the end of 4th grade. Khan academy should see what happened. Now all of my progress is gone and I was on my last unit in 4th grade
It’s good and educational but can you add some play or something and also can you make the lessons more fun cus they get boring on the third lesson so can you please add a bit of play and fun and can you make the videos better and fun please but out of everything it’s pretty great
the keyboard is absolute ragebait it thinks 2 = 1 and 7 = 9 the keyboard is the most annoying form of ragebait Hope to see more content too My parents make me do this a million times a day and learning is not fun and you cannot learn anything Unpurposeful app = this Ragebait app = this Uidfciugreifugiuefrgiufre
I have a quiet fear of going back to school now that im in my early 20s, and this has helped me find an easy service that helps me learn on my own in an easy and digestible way. I reccomend if you want to kickstart yourself in different topics!! Thank you!
This app is very useful and helpful, but there is something you should know. If you are on an ipad or a phone, beware that the answers won’t fully show up. If your on a computer than your totally good to keep on learning.
I had an account for a couple months and I made 5 accounts because of this problem!when I'm signing in my account it's saying "you password or username is incorrect" even though i know it is! Looks like I have to make another 2 accounts.