VYZR Care
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Predictive overview
latest obs 4m ago
Patient intelligence · showcase: improving

P. Reyes · 52F

Bed 08 · cellulitis · hospital day 4 · Lower-limb cellulitis with SIRS at admission; responding to IV antibiotics.

Context: IV flucloxacillin

VYZR Care RPP Engineconnecting…
Stable · Improving

Respiratory rate 24 → 17 → 16 /min over 2.8 d; heart rate 119 → 87 → 85 /min over 2.8 d; temperature 39.1 → 37.3 → 37.2 °C over 3 d; white cell count 17.8 → 11.5 → 9.4 ×10⁹/L over 2.9 d. 5 previously abnormal signals are returning toward range together — consistent with recovery, so no escalation is generated.

Preparing narrative…
01 · Recognized · last 48h
Stable · Improving

Recovery trajectory

Respiratory rate 24 → 17 → 16 /min over 2.8 d; heart rate 119 → 87 → 85 /min over 2.8 d; temperature 39.1 → 37.3 → 37.2 °C over 3 d; white cell count 17.8 → 11.5 → 9.4 ×10⁹/L over 2.9 d. 5 previously abnormal signals are returning toward range together — consistent with recovery, so no escalation is generated.

Pattern strength0/100 · higher evidence

Experimental explainable index, not a probability. 5 of 5 expected signals available 63 measurements across supporting signals

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NOW−72h+24h
Measured · 18 points · last 0h agoProjected · shaded = uncertainty band

16 /min, in range, no meaningful change.

Respiratory rate

16 /min · stable

Heart rate

85 /min · stable · recovering toward range

Temperature

37.2 °C · falling · −0.7 °C/24h · recovering toward range

White cell count

9.4 ×10⁹/L · falling · −2.4 ×10⁹/L/24h · 3 consecutive falls · recovering toward range

02 · Predicted
24hhigher evidence confidence

If the current direction holds, values continue toward range over the next 24h. No adverse projection is made for an improving trajectory.

Next in line if this continues: A reversal of direction in any of these signals would be the first sign the recovery has stalled.

Recovery can plateau; this is a description of direction, not a promise of discharge readiness.

Projections · 2 made · 0 withheld
Respiratory rateols-recent · fitted on 7 points · slope -0.08 /min/h
+6h · Sep 25 21:41
15 (14–17)
+12h · Sep 26 03:41
15 (14–16)
+24h · Sep 26 15:41
14 (13–15)
Heart rateols-recent · fitted on 6 points · slope -0.51 /min/h
+6h · Sep 25 21:41
80 (75–85)
+12h · Sep 26 03:41
77 (72–82)
+24h · Sep 26 15:41
71 (65–77)
Alternative explanations
  • · Improvement may reflect treatment masking (e.g. antipyretics) rather than resolution.
04 · Consider now

Consider whether observation frequency can be relaxed in line with local policy.

Not judged to justify an interruptive alert — surfaced for review at the next natural checkpoint.

Decision support only · no order has been placed · engine rpp-0.4.0 · latest supporting value 11 min ago

03 · Connected

What may be causing what

Mechanistic chain assembled from the recognised features. Each link is a hypothesis for bedside verification, not an established cause.

Treatment / timeresolution of the driving insultPhysiology returning to baseline

Evidence · 10 raw observations

Timestamps are real and irregular · click an observation to focus its trace above
04 · Prevention prompts

Consider, investigate, monitor, escalate

Clinician-support prompts derived from the pattern — not prescriptions. Status is persisted so the team sees what has been planned or judged not appropriate.

Monitor

Consider whether observation frequency can be relaxed in line with local policy.

Consider causes

Consider what changed to produce the improvement, so it is maintained (fluids, antimicrobials, diuresis, oxygen weaning).

Changed since last review · 3 meaningful

Temperature · 37.7 °C → 37.2 °C (−0.5 °C, 24 min ago)falling
White cell count · 11.5 ×10⁹/L → 9.4 ×10⁹/L (−2.1 ×10⁹/L, 1h ago)falling
C-reactive protein · 120 mg/L → 70 mg/L (−50 mg/L, 1h ago)falling
Respiratory rate · 17 /min → 16 /min (−1 /min, 11 min ago)flat
Oxygen saturation · 96 % → 98 % (+2 %, 3h ago)rising
Systolic blood pressure · 120 mmHg → 124 mmHg (+4 mmHg, 4 min ago)flat
Heart rate · 91 /min → 85 /min (−6 /min, 4h ago)falling
Consciousness (0 = alert, 1 = new confusion / CVPU) · 0 → 0 (±0, 20 min ago)flat

Reassuring signals · 6

Respiratory rate · 16 /min — in range and steady.
Oxygen saturation · 98 % — in range and steady.
Systolic blood pressure · 124 mmHg — in range and steady.
Heart rate · 85 /min — recovering toward range.
Temperature · 37.2 °C — recovering toward range.
White cell count · 9.4 ×10⁹/L — recovering toward range.

Synthetic demonstration · engine output requires clinical correlation and is not a diagnosis