VYZR Care
BA
IntelligencePreventionData entry
Predictive overview
latest obs 12m ago
Patient intelligence · showcase: improving

N. Petrov · 66M

Bed 12 · sepsis · hospital day 7 · Biliary sepsis, drained day 2; recovering.

VYZR Care RPP Engineconnecting…
Stable · Improving

Respiratory rate 23 → 19 → 17 /min over 2.7 d; supplemental oxygen 2.4 → 0.0 → 0.0 L/min over 2.8 d; heart rate 107 → 85 → 85 /min over 2.8 d; creatinine 1.40 → 1.10 mg/dL over 45h. 6 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 23 → 19 → 17 /min over 2.7 d; supplemental oxygen 2.4 → 0.0 → 0.0 L/min over 2.8 d; heart rate 107 → 85 → 85 /min over 2.8 d; creatinine 1.40 → 1.10 mg/dL over 45h. 6 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. 6 of 6 expected signals available 119 measurements across supporting signals

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NOW−72h+24h
Measured · 35 points · last 4h agoProjected · shaded = uncertainty band

17 /min, in range and recovering (falling · −10 /min/24h · recovering toward range).

Respiratory rate

17 /min · falling · −10 /min/24h · recovering toward range

Supplemental oxygen

0.0 L/min · stable · recovering toward range

Heart rate

85 /min · stable

Creatinine

1.10 mg/dL · falling · −0.16 mg/dL/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 5 points · slope -0.08 /min/h
+6h · Sep 25 21:41
16 (14–18)
+12h · Sep 26 03:41
16 (14–18)
Supplemental oxygenols-recent · fitted on 7 points · slope +0 L/min/h
+6h · Sep 25 21:41
0 (0–0.6)
+12h · Sep 26 03:41
0 (0–0.6)
+24h · Sep 26 15:41
0 (0–0.7)
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 12 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 · 12 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 → 37.4 °C (−0.3 °C, 4h ago)falling
White cell count · 13.5 ×10⁹/L → 9.4 ×10⁹/L (−4.1 ×10⁹/L, 1h ago)falling
C-reactive protein · 160 mg/L → 80 mg/L (−80 mg/L, 1h ago)falling
Respiratory rate · 18 /min → 17 /min (−1 /min, 4h ago)flat
Oxygen saturation · 97 % → 96 % (−1 %, 4h ago)flat
Supplemental oxygen · 0.0 L/min → 0.0 L/min (±0.0 L/min, 21 min ago)flat
Systolic blood pressure · 117 mmHg → 121 mmHg (+4 mmHg, 23 min ago)flat
Heart rate · 90 /min → 85 /min (−5 /min, 12 min ago)falling

Reassuring signals · 6

Respiratory rate · 17 /min — recovering toward range.
Oxygen saturation · 96 % — in range and steady.
Supplemental oxygen · 0.0 L/min — recovering toward range.
Systolic blood pressure · 121 mmHg — in range and steady.
Heart rate · 85 /min — in range and steady.
Temperature · 37.4 °C — in range and steady.

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