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The Science Behind
Your Scores

Every number in ScoreVitals is backed by peer-reviewed exercise science. Here's exactly how each score is calculated, what the tiers mean, and how to use them.

Daily Score

Your single 0–100 number each morning. It combines four research-backed health pillars into one actionable metric, calculated overnight at 3 AM.

How it's calculated

Each pillar contributes its weighted share to the composite. If a pillar has no data, its weight is redistributed proportionally to the others.

Cardio 40%
Sleep 30%
Recovery 20%
10%

Score Tiers

Excellent 75–100
Good 50–74
Fair 25–49
Needs Work 0–24

Readiness to Train

Your morning answer to "How hard should I train today?" — a composite of recovery, sleep quality, and training load balance.

Recovery 50%
Sleep 30%
ACWR 20%
85–100

Ready to Push

Your body is fully recovered and primed for high-intensity work. Go all out.

Zone 5 Up to 90 min
70–84

Good to Train

Solid recovery. You can handle a challenging session with good form and output.

Zone 4 Up to 75 min
50–69

Train Light

You're not fully recovered. Keep the intensity moderate and focus on technique.

Zone 3 Up to 60 min
33–49

Easy Day

Your body needs more time. Light movement only — walking, easy spinning, or gentle yoga.

Zone 2 Up to 45 min
0–32

Rest & Recover

Skip the workout. Focus on sleep, hydration, and stress management today.

Zone 1 Up to 30 min

ACWR Safety Override

If your acute-to-chronic workload ratio exceeds 1.5, readiness is automatically capped at 40 regardless of other metrics. This protects you from injury when training load has spiked too quickly.

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Deep Dive Into Each Pillar

Tap any pillar to see its components, tier thresholds, and what drives your score.

Cardio & Session Score

Training load from every workout, scored per-session and over time

Session Score Components

TRIMP 60%
Efficiency 30%
HRR 10%

Session Tiers

Excellent 80–100 Good 60–79 Moderate 40–59 Light 20–39 Recovery 0–19

TRIMP Scale

Extreme 200+ Very Hard 150–199 Hard 100–149 Moderate 50–99 Light <50

Efficiency Rating

Excellent ≥80% Good 60–79% Fair 40–59% Low <40%

Key Insight

TRIMP quantifies internal training load using heart rate reserve — a 60-minute Zone 5 HIIT session scores dramatically higher than 60 minutes of walking, even though the duration is the same.

Sleep Score

How well you recovered overnight — duration, efficiency, and consistency

Components

Duration 50%
Efficiency 35%
Consistency 15%

Quality Tiers

Excellent ≥85 Good ≥75 Fair ≥60 Poor ≥50 Very Poor <50

Efficiency Rating

Excellent ≥90% Good ≥85% Fair ≥75% Low <75%
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Key Insight

Duration targets are age-adjusted using National Sleep Foundation guidelines — because sleep stages matter more than duration alone. A 25-year-old needs 7–9 hours; a 65-year-old needs 7–8 hours. Your score reflects your personal target, not a universal number.

Recovery Score

Autonomic nervous system state via HRV and resting heart rate

Components

HRV (RMSSD) 60%
Resting HR 40%

Both metrics are compared to your personal 7-day rolling baseline, so scores reflect changes in your physiology, not population norms.

Status Tiers

Optimal ≥85% Good ≥70% Moderate ≥50% Needs Rest ≥30% Overreached <30%

Detail Labels

Fully Recovered ≥80 Recovering Well ≥60 Still Recovering ≥40 Recovery Needed <40
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Key Insight

HRV is measured via RMSSD — the gold standard for parasympathetic assessment. A rising HRV baseline means your nervous system is adapting well to training load.

Body Composition Score

Weight stability and BMI trends over a rolling 7-day window

Components

Weight Stability 95%
5%

Weight stability is the primary driver. The score rewards consistency — sudden swings in either direction lower your score, reflecting potential hydration issues or measurement error.

BMI Categories (WHO)

Underweight <18.5 Normal 18.5–24.9 Overweight 25–29.9 Obese ≥30

Key Insight

BMI is only 5% of this score because it's a blunt tool — it doesn't distinguish muscle from fat. Weight stability matters far more for day-to-day readiness than your absolute BMI category.

Beyond the Daily Score

Deeper metrics that track your long-term fitness trajectory and protect you from overtraining.

ACWR — Training Load Ratio

Compares your acute (7-day) training load to your chronic (28-day) baseline using exponentially weighted moving averages.

Undertraining <0.8
Optimal 0.8–1.3
Caution 1.3–1.5
High Risk >1.5

Injury Risk

When ACWR exceeds 1.5, research shows injury likelihood increases 2–3x. ScoreVitals caps your readiness at 40 and sends an alert.

VO2max & Fitness Level

Your estimated maximal oxygen uptake, expressed as a percentage of your age-and-gender predicted norm. Updated weekly.

Superior ≥120% Excellent ≥110% Good ≥95% Fair ≥80% Poor <80%

Fitness Age — Based on your VO2max relative to age norms, we estimate a "fitness age" that may be younger or older than your actual age. A 45-year-old with Superior VO2max might have a fitness age of 30.

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Science

Based on Nes et al. (HUNT study) normative data and ACSM running equation for VO2max estimation from workout pace and heart rate.

Heart Rate Zones

Five intensity zones calculated using the Karvonen method (% of heart rate reserve from resting to max HR).

Zone 5 — Peak 90–100% HRR
Zone 4 — Hard 80–90% HRR
Zone 3 — Cardio 70–80% HRR
Zone 2 — Fat Burn 60–70% HRR
Zone 1 — Recovery 50–60% HRR
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Karvonen Formula

Target HR = Resting HR + (% intensity × (Max HR − Resting HR)). Max HR uses the Tanaka formula: 208 − 0.7 × age.

Heart Rate Recovery

How many BPM your heart rate drops in the first minute after peak exercise. A key marker of cardiovascular fitness and parasympathetic reactivation.

<12 Poor
12–20 Normal
21–30 Good
31–50 Very Good
50+ Excellent
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Why It Matters

A faster post-exercise heart rate drop reflects strong vagal tone — your parasympathetic nervous system quickly decelerating the heart. Improving HRR over weeks is one of the clearest signs of rising fitness.

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The Research Behind ScoreVitals

Every algorithm cites peer-reviewed exercise science and sports medicine.

TRIMP

Banister et al. — Training load quantification using heart rate reserve and zone-weighted impulse scoring.

ACWR

Hulin / Gabbett et al. — Acute-to-chronic workload ratio for injury risk prediction using EWMA.

VO2max

Nes et al. (HUNT study) + ACSM running equation for estimating maximal oxygen uptake.

HR Zones

Karvonen method — Heart rate reserve-based training zones for personalised intensity targets.

Max HR

Tanaka formula — 208 − 0.7 × age. More accurate than the classic 220 − age.

Sleep

National Sleep Foundation — Age-adjusted sleep duration targets for optimal recovery.

HRV

Shaffer & Ginsberg (2017) — RMSSD as gold standard for parasympathetic nervous system assessment.

Ready to know your score?

Download ScoreVitals and get your first daily readiness score tomorrow morning.

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