Andrew Vickers
@vickersbiostats.bsky.social
980 followers 46 following 610 posts
Biostatistician at Memorial Sloan Kettering Cancer Center. Special interest in prostate cancer, risk prediction, patient-reported outcomes, decision-making.
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vickersbiostats.bsky.social
Sepsis prediction not my field, but my anecdotal experience is that these models not well validated in the first place and don't work well in practice. Clinicians pick up on that and don't trust the model.
vickersbiostats.bsky.social
It is the power of ideology. Fight it.
vickersbiostats.bsky.social
All wrapped up in a neat little bow. Covid conspiracy theorist encourages her lymphoma afflicted daughter to refuse chemotherapy. The daughter dies. The mother blames paramedics for the death. www.theguardian.com/society/2025...
UK woman who refused cancer drugs was influenced by mother, inquest finds
Paloma Shemirani, 23, died after refusing chemotherapy for non-Hodgkin lymphoma despite doctors’ concerns
www.theguardian.com
vickersbiostats.bsky.social
This has a long history: see Hofstadter on the paranoid style.
Reposted by Andrew Vickers
mazer.us
My theory of medical evidence is simple: observational studies for me, RCTs for you.
vickersbiostats.bsky.social
Remarkable study from the Malmo Preventive Project: ~1000 men with blood at 60 in 1981; no PSA screening, *lifetime* follow-up. >50% life years lost to prostate cancer in PSA>4.0; 85% for PSA >2.0. Focus screening for men in 60s in men with higher PSAs! academic.oup.com/jnci/advance...
Prostate-specific antigen levels at age 60 and lifetime risk of lethal prostate cancer
AbstractIntroduction. We investigated the natural history of the relationship between PSA at age 60 and lifetime risk of prostate cancer death in an unscre
academic.oup.com
vickersbiostats.bsky.social
Now seen two papers claiming PLND not needed in a subgroup with relatively low incidence of positive nodes at radical prostatectomy. Neither cite the RCT showing benefit of PLND. When RCT says “do X”, don’t eyeball a case-series to conclude “don’t do X”.
vickersbiostats.bsky.social
Most common pitfall: ignoring it entirely!
vickersbiostats.bsky.social
exactly so! ANCOVA great for experimental, not always appropriate for observational. If your question is "does regimen A or B build strength faster?" and you e.g. randomized to A vs. B, your question is "if you started at a given strength level, would A or B make you stronger".
vickersbiostats.bsky.social
It is not about bias, it is about the question you are asking. ANCCOVA asks the question "would increases in strength from training be the same in men vs. women if it were true that men and women had the same strength at baseline?". I don't find that a very interesting question.
vickersbiostats.bsky.social
Urologists do well with probability estimates vs. clinical scenarios. Goes against 25 years of me hearing "clinicians are too dumb to understand numbers, just tell them what to do". doi.org/10.1097/UPJ....
How Do Urologists Interpret Risk? Differences in Appropriateness of Active Surveillance Based on Clinical-Based vs Probability-Based Risk Assessments | Urology Practice
doi.org
Reposted by Andrew Vickers
Reposted by Andrew Vickers
maartenvsmeden.bsky.social
No.
lauretig.bsky.social
5. You should use a precision-recall curve for a binary classifier, not an ROC curve
vickersbiostats.bsky.social
I've used that analogy for several years! Great that my elders and betters got there first!
vickersbiostats.bsky.social
I'm pretty sure this has been documented, but you could probably do the appropriate search better than I.
vickersbiostats.bsky.social
Talk to any psychologist working in a cancer center and the will tell you that they routinely deal with patients thinking it is their own fault, or worrying that they have to "think positive".
vickersbiostats.bsky.social
It isn't really a case of "I read Eysenck and now I feel guilty". But Eysenck was a prime mover in what became a host of books, magazine article and scientific papers claiming that the origin of cancer was influenced by the mind (eg stress) & that attitude affects survival (fighting attitude = good)
vickersbiostats.bsky.social
Interesting to see. Ronald Grossarth-Maticek is responsible for so much suffering, cancer patients believing that somehow their diagnosis and death was their own fault.
vickersbiostats.bsky.social
Completely agree with you! That was part of the point of my post!
vickersbiostats.bsky.social
Folks discuss replication crisis as if something new. But remember Hans Eysenck (an OG scientific racist)? Both "Eysenck was the most frequently cited living psychologist" & "14 papers retracted, 60 statements of concern issued by journals"
en.wikipedia.org/wiki/Hans_Ey...
Hans Eysenck - Wikipedia
en.wikipedia.org