Olga Kostopoulou
@olgakos.bsky.social
3.2K followers 230 following 48 posts
Cognition & Decision making. How humans interact with algorithms and AI, deal with uncertainty, and benefit from advice. Research applied to healthcare. Former SMDM President (smdm.org). https://profiles.imperial.ac.uk/o.kostopoulou
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olgakos.bsky.social
We are generally more forgiving of human than (an equivalent) algorithmic error. However, in contexts where using an algorithm is the norm, this effect is attenuated, dissipates or even reverses and we would rather retain the algorithm for future use.
www.cambridge.org/core/journal...
Using conventional framing to offset bias against algorithmic errors | Judgment and Decision Making | Cambridge Core
Using conventional framing to offset bias against algorithmic errors - Volume 20
www.cambridge.org
Reposted by Olga Kostopoulou
athorpe8.bsky.social
Super excited to share key findings from our study in JAMA NO!

Freq abx users (≥3 in 12mo) more likely to report:
-wanting abx for an URI 💊
-Needing help w/health-related materials 📖
-Medical maximizing (prefer to act vs watch/wait) 🚀
-Disbelief in science 🚫🔬

💻: jamanetwork.com/journals/jam...
Characteristics and Antibiotic Preferences by Frequency of Antibiotic Use
This survey study compares demographic characteristics, beliefs, and antibiotic preferences of US adults who frequently use antibiotics with those who have not used antibiotics over the past year.
jamanetwork.com
olgakos.bsky.social
What is explainable AI in medicine & what are the attributes of a good explanation? Based on a literature review and a Delphi study (I took part in this as member of the ExAIDSS Expert Group), this article provides an overview of the area and identifies gaps for future research. tinyurl.com/bddn8cs4
Explainable AI: definition and attributes of a good explanation for health AI - AI and Ethics
Proposals of artificial intelligence (AI) solutions based on more complex and accurate predictive models are becoming ubiquitous across many disciplines. As the complexity of these models increases, t...
tinyurl.com
Reposted by Olga Kostopoulou
evakrockow.bsky.social
Very excited for today's invited speaker. @olgakos.bsky.social will be sharing her work on algorithms to support medical decision making.
olgakos.bsky.social
hi Johanna, is this free to attend?
olgakos.bsky.social
NB. "There is good evidence that partial knee replacement
offers better function, quicker recovery, and fewer
complications, as well as significant cost savings" compared to total knee replacement.
olgakos.bsky.social
🆕 publication: In a behavioural experiment, where surgeons indicated their preference for total vs partial knee replacement, habitual practice (proportion of partial over all knee replacements in a year) was a stronger predictor of their preference than most clinical factors tested. How's your knee?
Factors influencing UK arthroplasty surgeons' decision‐making between total and medial unicompartmental knee surgery: A vignette‐based behavioural experiment
Purpose Surgical options for end-stage knee osteoarthritis (OA) include total and medial unicompartmental knee replacement (TKR and UKR). Deciding which surgery to perform is complex and ill-defined...
esskajournals.onlinelibrary.wiley.com
Reposted by Olga Kostopoulou
erc.europa.eu
Scientists, given more time and flexibility, often stumble upon unexpected discoveries—like Alexander Fleming, who saw a mould had killed the bacteria he was growing, paving the way for antibiotics.

Recent study analysed such findings—more of them than you'd expect.
👉 www.nature.com/articles/d41...
olgakos.bsky.social
Or what it means to be a robot!
olgakos.bsky.social
It’s science fiction of course but Ishiguro doesn’t see it like this (“Klara and the sun”)
olgakos.bsky.social
I didn't even know such a thing (unstructured interviews) existed. Universities do not allow them but perhaps other industries do (?)
Reposted by Olga Kostopoulou
carissabonner.bsky.social
If you still aim to submit a paper to our journal Health Literacy & Communication Open in December, please get in touch with me by the 20th at [email protected] so we can plan how to manage your submission and open access fee waiver over the holiday break. Thank you!
carissabonner.bsky.social
Last call to submit your #healthcommunication or #healthliteracy papers to our journal with no open access fee in 2024!
📚 Submissions & open editorial roles: www.tandfonline.com/journals/rhl...
🌏 Our 2024 volume with 20 papers from around the world: www.tandfonline.com/toc/rhlc20/2/1
Health Literacy and Communication Open
Publishing original, interdisciplinary scholarship, exploring the role of communication processes in global public health, policy, and literacy in a post-Covid
www.tandfonline.com
olgakos.bsky.social
An informative thread on AMR.
evakrockow.bsky.social
As a social scientist working on antibiotic resistance, I continue to learn about the biomedical science and clinical aspects of the problem. This #WAAW, I thought I’d share some facts that surprised me. A 🧵
olgakos.bsky.social
What was the gist? Just give me the gist! 😇
olgakos.bsky.social
Predicting survival is fraught with uncertainty. This may not weigh much against giving patients choice but it is an interesting problem for those studying forecasting and preference elicitation. Does anyone know which 2023 study she is referring to (para 7)?
www.ft.com/content/241a... via @ft
On assisted dying, are we really any good at predicting survival?
Forecasting the last seven days of life is harder than the final 24 hours; beyond that, things become shakier still
www.ft.com
olgakos.bsky.social
I didn't know there was an interview. This doesn't surprise me. We have often found that the initial hypothesis determines the (process and) outcome of the diagnostic process. Also, see studies on predecisional information distortion.
olgakos.bsky.social
That may simply be better use, better prompts. I'd be more interested in how the tool was used, how it impacted reasoning.
olgakos.bsky.social
In any case, I think an interesting question is the implementation of LLMs in real-time clinical consultations (gradual information elicitation, belief updating).
olgakos.bsky.social
Ah yes, someone else also sent me that. The structured format of responding (“reflective practice”) could have improved performance in the control group, so that the LLM group did not do significantly better.
olgakos.bsky.social
An all-female panel and an inspiring discussion on climate change communications on the last day of the SJDM annual meeting, NYC. @sjdm-tweets.bsky.social