Emerging: low total volume but rising fast (growth 265%). PumpDex 53.
Lane breakdown · last 45 days
Primary driver: Creator Signal · Secondary: Lab Signal
Aliases & related
Lab vs creator vs chatter · 90 days
High-confidence example
Today’s workout: Trap bar deadlift 4×5 Single-leg leg press 4×10/side Bulgarian split squat 3×8/side Nordic hamstring curl 3×6 Tibialis raise 3×20 Seated calf raise 3×15
matched text: “calf”
Low-confidence example
This study aimed to establish a multimodal framework integrating cardiopulmonary exercise testing (CPET), surface electromyography (sEMG), and plantar kinetic assessment to characterize neuromuscular and mechanical fatigue responses during high-intensity treadmill exercise. Twenty healthy collegiate male athletes performed an incremental CPET followed by a supramaximal verification phase. Gas exchange, heart rate, and perceived exertion were continuously recorded. Bilateral sEMG activity from the rectus femoris, biceps femoris, tibialis anterior, and gastrocnemius lateralis was analyzed for integrated EMG (iEMG), root mean square (RMS), and median frequency (MF). Pre- and post-exercise plantar kinetics were obtained using in-shoe pressure sensors to assess contact area, mean pressure, and vertical ground reaction force (VGRF). Plantar kinetics showed increased midfoot contact area (+12.3%, <i>P</i> = 0.01) and pressure (+10.8%, <i>P</i> = 0.03), along with elevated left-foot regional VGRF (<i>P</i> = 0.04), indicating side-specific post-exercise load redistribution. Although nominal correlations were observed between neuromuscular activation and post-exercise plantar loading, these associations did not remain statistically significant after false discovery rate (FDR) correction and should therefore be interpreted as exploratory. Rather than establishing a quantitative diagnostic threshold for fatigue, integrating cardiopulmonary, neuromuscular, and plantar kinetic measures contributes to a multidimensional characterization of fatigue-related adaptations beyond metabolic indicators alone. This multimodal framework illustrates how neural drive decline and mechanical load redistribution may co-occur under acute fatigue conditions, providing a structured approach for comprehensive fatigue profiling in athletic populations.
matched text: “gastrocnemius”
Matched source items · 5 in window
alias description match · confidence 0.70 · authority 0.60 · matched “calf”
alias description match · confidence 0.75 · authority 0.15 · matched “calf”
alias description match · confidence 0.70 · authority 0.35 · matched “calf”
alias description match · confidence 0.70 · authority 0.45 · matched “calf”
parent term inferred · confidence 0.60 · authority 1.00 · matched “gastrocnemius”