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Prikvačeni tweet
…and here is a screen shot of two slides from a talk I gave a couple of years ago on the topic - I think says it all (full slides available from here https://bit.ly/2OKs3Sy ). https://twitter.com/f2harrell/status/1026540501938233346 …pic.twitter.com/yxVuB99tNY
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Interested in improving the
#transparency (and#reproducibility) of research reports then visit http://www.equator-network.org - comprehensive database of reporting guidelines (for a variety of study designs) and plenty of resources for authors.#reduceresearchwaste@EQUATORNetworkhttps://twitter.com/C0PE/status/1224950890261549056 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Gary Collins proslijedio/la je Tweet
Another example of research waste - “However, key details were missing about who should act (45%) and when (22%). Specification of who should act was missing in 79% of 15 interventions to reduce duration of treatment in continuing-care wards.” Need
#Tidier Ix descriptionshttps://twitter.com/EilidhMDuncan/status/1224793744320466944 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Gary Collins proslijedio/la je Tweet
Calibration of predictions is not overrated. In my opinion, it is underrated as many researchers do not consider it at all. As
@BenVanCalster noted, perfect calibration is hard to achieve across entire range of risks. But we should still examine it. https://www.ncbi.nlm.nih.gov/pubmed/26772608Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Steve Goodman "none of these types of reproducibility can be assessed without complete reporting of all relevant aspects of scientific design, conduct, measurements, data, and analysis." https://tinyurl.com/y3yfylhb . Full and
#transparent#reporting is key for#reproducibilityHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Gary Collins proslijedio/la je Tweet
Excited that this paper is out on what we think it will take to get apps into clinical practice. With
@willjg and@landmaad https://www.nature.com/articles/s41746-019-0212-z#author-information … Accompanying editorial by Adam Cohenhttps://www.nature.com/articles/s41746-020-0220-z …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Gary Collins proslijedio/la je Tweet
"digital triage tools are currently not fully clinically validated or tested by product regulators and discovered ‘there is great variation in their clinical performance’"http://www.pulsetoday.co.uk/news/cqc-calls-for-nhse-to-publish-safety-test-of-triage-apps-amid-warnings-of-variation/20040059.article#.XjdVPTRW_jk.twitter …
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Should We Trust Algorithms? https://hdsr.mitpress.mit.edu/pub/56lnenzj/ by David Spiegelhalter
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Gary Collins proslijedio/la je Tweet
Interim-PET for prognostication in pts w Hodgkin Lymphoma. Great example of a Cochrane Prognostic Factor Review by Aldin et al, using state-of-art methods from protocol, design, searching, data extraction, RoB, analysis, strength of evidence and reporting.https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD012643.pub3/full …
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For the 46 years and 8 months I've been on this planet, I've been privileged to have been part of the EU (my daughter would not be here without our participation in the Erasmus exchange programme) - in 12 hours time we turn the clocks back to 1973. Sad day!
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Gary Collins proslijedio/la je Tweet
High impact pain journals do not promote standards for research transparency. Particularly concerning given evidence of bias in the reporting and synthesis of pain research. https://ebm.bmj.com/content/early/2020/01/24/bmjebm-2019-111296 …
@AidanCashin@matthewbagg@Richards_G_C@ElaineToomey1@hopinleepic.twitter.com/qBzExw4DgU
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Gary Collins proslijedio/la je Tweet
Am I the only one who’s irked by academic writing advice of “telling a story with your data”? Writing fanfiction about our data is what got us into the reproducibility crisis in the first place. I’d rather have a less compelling narrative than a flowery account of half-truths.
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Gary Collins proslijedio/la je Tweet
#Statistics thought of the day: Developing predictions from observational data such as#ehr informs one about PREVAILING outcomes of PREVAILING treatment strategies and has almost nothing to do with what happens if a DIFFERENT treatment were given to a patient.#causalinferenceHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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Gary Collins proslijedio/la je Tweet
Interested in search strategy reporting? PRISMA-S coming out soon! Here's the latest version: https://osf.io/2rgfa/ Full E&E coming soon
#ReproLibsHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Gary Collins proslijedio/la je Tweet
4. Net Reclassification Index has been criticized for statistical and interpretation deficiencies; Net Benefit is far more attractive if we want to quantify clinical usefulness https://tinyurl.com/uyoxola https://tinyurl.com/u7tcnw9 https://tinyurl.com/yx3a8k22 pic.twitter.com/0SUCzjQzp8
Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Gary Collins proslijedio/la je Tweet
3. Calibration is the Achilles heel of prediction models; it should be studied at model validation, not meaningful at model development https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-019-1466-7 …pic.twitter.com/PKxuNKXu2L
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Gary Collins proslijedio/la je Tweet
2. Showing ROC curves is a waste of space; the AUC is the main measure of interest (paper forthcoming, submitted to
@JClinEpi)Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Gary Collins proslijedio/la je Tweet
1. “The authors present AUCs, but to compare models, they need to present the p-value comparing the AUCs”. --> Delta(AUC) at model development should not be tested, the likelihood ratio test is sufficient. https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/1471-2288-11-13 …pic.twitter.com/0p1ODPFJRJ
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Gary Collins proslijedio/la je Tweet
Just had a paper rejected that develops and internally validates 2 variants of a prediction model. Rev #1 has 4 key points: 1. Compare AUCs with p-values 2. Show ROC curves 3. Show calibration 4. Show net reclassification index All nonsensical. Let’s go through.
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Gary Collins proslijedio/la je Tweet
There a lot of reporting guidelines with different goals :) TRIPOD is for prediction models, though: Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis. At some point, an AI/ML update is coming:https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(19)30037-6/fulltext …
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