Pump Cultureprototype

Terms / Training concept

effective reps

Training concept
11PumpDexSparse data

Sparse data: not enough recent signal to classify with confidence.

Mentions · 7d
0
Mentions · 30d
0
Mentions · 90d
1
Growth · period over period
-100%
Last seen
Jul 25

Lane breakdown · last 45 days

Creator Signal 1(100%)

Primary driver: Creator Signal

Aliases & related

Aliases

none

Related terms
mechanical tensionRIR

Lab vs creator vs chatter · 90 days

High-confidence example

Creator SignalYouTube
Do You Actually Have to Train to Failure?

Do you have to grind to failure to keep your strength as you age? Short answer, no. We get into the effective-reps idea, why force output is the real metric for strength, and when failure actually earns its cost. Resources Barbell Medicine coaching and templates: https://www.barbellmedicine.com https://www.barbellmedicine.com/shop/subscriptions/plus-podcast-subscription/ https://www.barbellmedicine.com/shop/subscriptions/barbell-medicine-premium/ Signal book pre-order: https://www.barbellmedicine.com/shop/learning/signal/ Enhanced Games results, AP News, 25 May 2026. https://apnews.com/article/enhanced-games-kerley-doping-ee1ad0ff82d30b3ff38728a35198fc83 Bhasin S, et al. Supraphysiologic testosterone and muscle size and strength. N Engl J Med. 1996. https://pubmed.ncbi.nlm.nih.gov/8637535/ Warrier AA, et al. Performance-enhancing drugs in healthy athletes: an umbrella review. Sports Health. 2024. https://pubmed.ncbi.nlm.nih.gov/37688400/ ACSM. Resistance Training Prescription... An Overview of Reviews. Med Sci Sports Exerc. 2026. https://acsm.org/resistance-training-guidelines-update-2026/ Morton RW, et al. Neither load nor systemic hormones determine RT hypertrophy or strength in trained men. J Appl Physiol. 2016. https://pubmed.ncbi.nlm.nih.gov/27174923/ Vieira AF, et al. Failure vs not to failure for strength, hypertrophy, power: meta-analysis. J Strength Cond Res. 2021. https://pubmed.ncbi.nlm.nih.gov/33555822/ Refalo MC, et al. Proximity-to-failure and hypertrophy: meta-analysis. Sports Med. 2023. https://doi.org/10.1007/s40279-022-01784-y Borde R, et al. Dose-response of resistance training in healthy old adults: meta-analysis. Sports Med. 2015. https://pubmed.ncbi.nlm.nih.gov/26420238/ Cadore EL, et al. Sets to failure vs not in elderly men: randomized trial. Exp Gerontol. 2018. https://pubmed.ncbi.nlm.nih.gov/29577974/ Helms ER, et al. Small vs large energy surplus in resistance-trained individuals. Sports Med Open. 2023. https://link.springer.com/article/10.1186/s40798-023-00651-y Longland TM, et al. Higher protein during energy deficit with intense exercise. Am J Clin Nutr. 2016. https://pubmed.ncbi.nlm.nih.gov/26817506/ STEP 1 body-composition substudy (semaglutide). J Endocr Soc. 2021. https://academic.oup.com/jes/article/5/Supplement_1/A16/6240360 SURMOUNT-1 body-composition substudy (tirzepatide). Diabetes Obes Metab. 2025. https://dom-pubs.onlinelibrary.wiley.com/doi/10.1111/dom.16275 Forbes SC, et al. Creatine and resistance training on lean tissue and strength in older adults: meta-analysis. Nutrients. 2021. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229907/ Ding P, et al. GLP-1 receptor agonists and risk of paralytic ileus: Mendelian randomization. medRxiv 2024 (preprint, not peer reviewed). https://doi.org/10.1101/2024.10.17.24315627 Pelland JC, et al. Resistance training dose response: volume and frequency meta-regressions. Sports Med. 2026. https://pubmed.ncbi.nlm.nih.gov/41343037/ Schoenfeld BJ. Mechanisms of muscle hypertrophy. J Strength Cond Res. 2010. https://pubmed.ncbi.nlm.nih.gov/20847704/ Nuell S, et al. Hamstring muscle volume and sprint performance. J Strength Cond Res. 2021. https://pubmed.ncbi.nlm.nih.gov/33555833/ Sanchis-Moysi J, et al. Muscle hypertrophy in prepubescent tennis players (MRI). PLoS One. 2012. https://pubmed.ncbi.nlm.nih.gov/22428074/ Wang R, et al. Variable-resistance vs constant-resistance training and maximum strength: meta-analysis. IJERPH. 2022. https://pmc.ncbi.nlm.nih.gov/articles/PMC9317775/ Retraction notice, Soria-Gila MA, et al. Variable resistance training on maximal strength. J Strength Cond Res. 2018. https://pubmed.ncbi.nlm.nih.gov/30540286/ Haugen ME, et al. Free-weight vs machine-based training: meta-analysis. BMC Sports Sci Med Rehabil. 2023. https://pubmed.ncbi.nlm.nih.gov/37582807/ Aune D, et al. Fruit and vegetable intake and mortality: dose-response meta-analysis. Int J Epidemiol. 2017. https://doi.org/10.1093/ije/dyw319 Ding EL, et al. SHBG and risk of type 2 diabetes. N Engl J Med. 2009. https://www.nejm.org/doi/full/10.1056/NEJMoa0804381 Vermeulen A, et al. Estimation of free testosterone in serum. J Clin Endocrinol Metab. 1999. https://academic.oup.com/jcem/article/84/10/3666/2660660 Bhasin S, et al. Testosterone therapy in men with hypogonadism: Endocrine Society guideline. J Clin Endocrinol Metab. 2018. https://academic.oup.com/jcem/article/103/5/1715/4939465 Coleman KJ, et al. Initial validation of an exercise vital sign in EMRs. Med Sci Sports Exerc. 2012. https://pubmed.ncbi.nlm.nih.gov/22688832/ Sallis JF, et al. Physical activity assessment, prescription and referral in US healthcare (It's Time to Move). Prog Cardiovasc Dis. 2021. https://pubmed.ncbi.nlm.nih.gov/33383058/

matched text: effective reps

match reason: exact description matchconfidence: 0.75authority: 0.45

Matched source items · 1 in window

Creator SignalYouTube·Barbell Medicine
Do You Actually Have to Train to Failure?

exact description match · confidence 0.75 · authority 0.45 · matched effective reps

Jul 25