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Robert Goulden

@emrobg.bsky.social
35 followers 94 following 23 posts

Emergency physician | Epidemiology PhD student | Medical Flashnotes app creator

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Robert Goulden @emrobg.bsky.social · 22/05/2026
www.nejm.org/doi/full/10....
nejm.org
Prehospital Resuscitation with Type O Whole Blood for Trauma and Hemorrhage | NEJM
Blood transfusion before arrival at a hospital reduces mortality from traumatic hemorrhage and shock. Whether transfusion with whole blood is more beneficial than transfusion with blood components ...
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Robert Goulden @emrobg.bsky.social · 22/05/2026
TOWAR RCT replicates SWIFT finding no benefit of whole blood vs components for trauma shock. Quick meta-analysis of 30d mortality gives RR 1.17 (0.98-1.40), close to showing *harm* by whole blood. Huge credit to those who ran these RCTs; another physiology-based hype cycle falls
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Robert Goulden @emrobg.bsky.social · 08/12/2025
Great commentary on the paper and RDD in general jamanetwork.com/journals/jam..., and podcast discussion edhub.ama-assn.org/jn-learning/...
jamanetwork.com
Evidence for Clinical Treatment Decisions Without Randomized Data
Among critically ill patients, serum magnesium levels are commonly checked and repleted. Like many clinical decisions, the rationale for this practice is based on a combination of physiological conjec...
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Robert Goulden @emrobg.bsky.social · 08/12/2025
All this suggests that routine Mg supplementation of everyone falling below the reference range may be another example of low value care. Very low levels and high-arrythmia risk patients likely still need treatment, but not everyone who's number is red on the EMR. RCTs needed.
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Robert Goulden @emrobg.bsky.social · 08/12/2025
1) Some CIs wide, and 2) Results only apply to subjects near the cutoff. However, vast majority of Mg supplementation is given to people who are only slightly below the cutoff, and result was consistent across the range of cutoffs we studied.
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Robert Goulden @emrobg.bsky.social · 08/12/2025
We did not find evidence that it did. There was no difference in the risk of tachyarrhythmias, shock, or death in the following 24 hours, comparing those just above and below the treatment cutoff. However, there's a few important limitations...
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Robert Goulden @emrobg.bsky.social · 08/12/2025
Patients either side of the cutoff differed significantly in their probability of Mg supplementation, but were otherwise well matched. How did this affect clinical outcomes?
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Robert Goulden @emrobg.bsky.social · 08/12/2025
We used multi-cutoff fuzzy regression discontinuity in a cohort of 171k ICU admissions to compare those just above and below the lower end of the reference range (depending on the hospital, anywhere from 1.6 to 2.0 mg/d, or 0.66-0.82 mmol/L)
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Robert Goulden @emrobg.bsky.social · 08/12/2025
We have a new study in JAMA IM asking: do all 'hypomagnesemic' patients need supplementation? Many reflexively prescribe Mg when the number is below the reference range, but is this indicated? We used a quasi-experimental design to find out. jamanetwork.com/journals/jam...
jamanetwork.com
Magnesium Supplementation and Tachyarrhythmias
This nonrandomized clinical trial evaluates whether giving magnesium supplementation to patients with hypomagnesemia reduces adverse clinical outcomes.
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Robert Goulden @emrobg.bsky.social · 13/05/2025
Epidemiologic methods are increasingly difficult for clinicians and policy makers (and epidemiologists?) to understand. Are they at least getting us closer to uncovering causal relationships? My argument in this new piece: we don't know, because we haven't checked: academic.oup.com/ije/article-...
academic.oup.com
Time for evidence-based methodology in epidemiology
A formalized counterfactual approach to causal inference has come to dominate epidemiology in recent decades. This was, in part, a response to widely recog
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Robert Goulden @emrobg.bsky.social · 13/05/2025
Less is more wins again. RCT of high MAP target in older adults with sepsis (50% w/underlying HTN), stopped early for harm, 39% mortality MAP 80-85 vs. 29% mortality MAP 65-70 link.springer.com/article/10.1.... Recall also that the 65 Trial hinted that MAP60 may be better than 65. How low can we go?
link.springer.com
Efficacy of targeting high mean arterial pressure for older patients with septic shock (OPTPRESS): a multicentre, pragmatic, open-label, randomised controlled trial - Intensive Care Medicine
Purpose We examined the effect of a high-target mean arterial pressure (MAP) on septic shock in a previously underrepresented region. Methods A multicentre, pragmatic, open-label, randomised controlle...
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Robert Goulden @emrobg.bsky.social · 20/11/2024
journals.lww.com/jtrauma/full...
journals.lww.com
Adult emergency resuscitative thoracotomy: A Western Trauma ... : Journal of Trauma and Acute Care Surgery
An abstract is unavailable.
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Robert Goulden @emrobg.bsky.social · 20/11/2024
New WTA resus thoracotomy (RT) algorithm. 2 new/key points: -Now incorporates POCUS: if no organised cardiac rhythm and no tamponade on POCUS, no RT (regardless of time since arrest / mechanism). -RT if pulse but refractory SBP <60 plus {blunt/penetrating thoracic injury OR tamponade on POCUS}
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Robert Goulden @emrobg.bsky.social · 18/11/2024
Diuretics may well ⬇️mortality in HF, we just don't know. But not for the first time, 'meta-analysis of RCTs' has laundered ambiguity and weak methods into apparently solid conclusions from the top of the evidence pyramid (4/4).
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Robert Goulden @emrobg.bsky.social · 18/11/2024
Now for the implausible mechanism. Of 12 deaths in the placebo arm, the commonest cause was cancer (4 deaths), vs. 1 cancer death in the diuretic arm. Anti-neoplastic effect of diuresis or random chance? You decide. (3/4)
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Robert Goulden @emrobg.bsky.social · 18/11/2024
First, the error. Cochrane mortality OR is based on 3/111 deaths w/diuretics vs. 12/110 w/placebo. But looking at the 3 source RCTs, there are in fact *4* deaths in the diuretic arm. Adding this, the OR remains just about 'significant', 0.30 (0.10-0.98), but very fragile (2/4)
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Robert Goulden @emrobg.bsky.social · 18/11/2024
Do diuretics ⬇️mortality in heart failure? UpToDate, quoting Cochrane, says yes OR 0.24 (0.07-0.83). Looking at the 3 small RCTs this is based on suggests an important error in the meta-analysis, and an implausible mechanism of the diuretic benefit (1/4)
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Robert Goulden @emrobg.bsky.social · 14/11/2024
Dr Adnan al-Bursh was an orthopedic surgeon who heroically served his patients in the most impossible circumstances; this new report suggests he was beaten to death by Israeli prison guards. He is 1 of around 1000 healthcare workers killed in Israel's war on Gaza www.youtube.com/shorts/iM6pa...
youtube.com
Doctor’s final moments revealed
YouTube video by Sky News
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Robert Goulden @emrobg.bsky.social · 12/11/2024
It was all totally wasted. The findings were wrong and the net contribution to scientific understanding was negative. Publish or perish, ultimately pushed by funders and institutions, is driving a toxic culture of scientific waste. We have to stop. 5/5
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Robert Goulden @emrobg.bsky.social · 12/11/2024
Collectively the individual observational studies (plus the SRs, and the SR of the SRs) represents at least 10s of thousands of labour hours from researchers, ethics panels, funding reviews, journal reviewers etc., and a large amount of $$$. 4/
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Robert Goulden @emrobg.bsky.social · 12/11/2024
Once again we have to ask: what was the point of this observational research? There was an obvious risk of unmeasured confounding, and none of the studies had a way to address this. But they published anyway! 3/
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Robert Goulden @emrobg.bsky.social · 12/11/2024
Since 2020, at least 3(!) systematic reviews on this question (plus an SR of the SRs!). Pooled results were 0.65 (0.51-0.8), 0.71 (0.59–0.85), and 0.71 (0.63-0.79). There was an obvious risk of confounding by indiction: sicker patients -> more difficult IV -> IO . 2/
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Robert Goulden @emrobg.bsky.social · 12/11/2024
2 big new RCTs on IO vs IV access in cardiac arrest -> another chance to check on the utility of conventional observational studies. Relative risk/odds of IO vs IV for survival in the RCTs: 1.16 (0.87-1.56), 0.93 (0.72-1.21). What about the most recent observational studies? 1/
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