VYZR Care
BA
Clinician-controlled review

Prevention queue

Every active finding, ordered by severity, then horizon, then pattern strength, then freshness — the engine's actual ranking, not a mystery score.

0 reviewed · 0 resolved · states persist across pages

01
R. Okafor

Bed 04 · 78M · day 4

NEWS2 10 · obs 1m ago

NOW−48h+24h

O₂ · horizon 6h

Urgent · Rapidly worseninginterrupt justifiedlast 2 d

Multisystem deterioration

Consider a single unifying driver — sepsis, hypovolaemia/bleeding, cardiogenic failure, or a drug effect — rather than treating 7 separate problems.

Pattern strength84/100 · higher evidence
02
D. Whitfield

Bed 11 · 71M · day 3

NEWS2 0 · obs 26m ago

NOW−48h+24h

Cr · horizon 6h

Urgent · Rapidly worseninginterrupt justifiedlast 3 d

Evolving renal injury

Consider pre-renal hypoperfusion (falling output supports this, hypotension, dehydration, sepsis), nephrotoxic exposure, and obstruction.

Pattern strength84/100 · higher evidence
03
R. Okafor

Bed 04 · 78M · day 4

NEWS2 10 · obs 1m ago

NOW−48h+24h

Temp · horizon 6h

Urgent · Rapidly worseninglast 2 d

Systemic infection trajectory

Consider treatment failure or resistant organism, a second source, line/catheter infection, and non-infective mimics (drug fever, thrombosis).

Pattern strength78/100 · higher evidence
04
R. Okafor

Bed 04 · 78M · day 4

NEWS2 10 · obs 1m ago

NOW−48h+24h

SBP · horizon 6h

Urgent · Rapidly worseninglast 2 d

Falling perfusion reserve

Consider hypovolaemia (poor intake, losses), sepsis-related vasodilation, cardiac causes and medication effect.

Pattern strength76/100 · higher evidence
05
J. Osei

Bed 05 · 69F · day 8

NEWS2 2 · obs 5m ago

NOW−48h+24h

Hb · horizon 6h

Urgent · Rapidly worseninginterrupt justifiedlast 2 d

Possible blood loss

Consider gastrointestinal, procedural/surgical-site, retroperitoneal and intramuscular sources; consider haemodilution and haemolysis as alternatives.

Pattern strength72/100 · higher evidence
06
R. Okafor

Bed 04 · 78M · day 4

NEWS2 10 · obs 1m ago

NOW−48h+24h

O₂ · horizon 12h

Urgent · Rapidly worseninglast 2 d

Rising respiratory burden

Consider progressive pneumonia, aspiration, pulmonary embolism, bronchospasm and atelectasis.

Pattern strength85/100 · higher evidence
07
K. Lindqvist

Bed 07 · 48M · day 3

NEWS2 4 · obs 1m ago

NOW−48h+24h

RR · horizon 12h

Urgent · Rapidly worseninglast 2 d

Multisystem deterioration

Consider a single unifying driver — sepsis, hypovolaemia/bleeding, cardiogenic failure, or a drug effect — rather than treating 5 separate problems.

Pattern strength61/100 · moderate evidence
08
K. Lindqvist

Bed 07 · 48M · day 3

NEWS2 4 · obs 1m ago

NOW−48h+24h

Temp · horizon 24h

Urgent · Rapidly worseninginterrupt justifiedlast 2 d

Systemic infection trajectory

Consider treatment failure or resistant organism, a second source, line/catheter infection, and non-infective mimics (drug fever, thrombosis).

Pattern strength75/100 · higher evidence
09
R. Okafor

Bed 04 · 78M · day 4

NEWS2 10 · obs 1m ago

NOW−48h+24h

Cr · horizon 6h

Concerning · Rapidly worseninglast 3 d

Evolving renal injury

Consider pre-renal hypoperfusion (falling output supports this, hypotension, dehydration, sepsis), nephrotoxic exposure, and obstruction.

Pattern strength63/100 · higher evidence
10
J. Osei

Bed 05 · 69F · day 8

NEWS2 2 · obs 5m ago

NOW−48h+24h

SBP · horizon 6h

Concerning · Rapidly worseninglast 2 d

Falling perfusion reserve

Consider hypovolaemia (including occult bleeding on anticoagulation, poor intake, losses), sepsis-related vasodilation, cardiac causes and medication effect.

Pattern strength62/100 · moderate evidence
11
L. Marchetti

Bed 09 · 64F · day 6

NEWS2 1 · obs 12m ago

NOW−48h+24h

Na⁺ · horizon 12h

Concerning · Rapidly worseninginterrupt justifiedlast 3 d

Progressive sodium decline

Consider volume status, hypotonic fluid intake, SIADH triggers (pain, nausea, medications), diuretics, and adrenal/thyroid causes.

Pattern strength68/100 · moderate evidence
12
S. Nakamura

Bed 06 · 67M · day 7

NEWS2 6 · obs 10m ago

NOW−48h+24h

O₂ · horizon 24h

Concerning · Worseninginterrupt justifiedlast 2 d

Rising respiratory burden

Consider progressive pneumonia, aspiration, pulmonary embolism, bronchospasm and atelectasis.

Pattern strength49/100 · higher evidence
13
S. Nakamura

Bed 06 · 67M · day 7

NEWS2 6 · obs 10m ago

NOW−48h+24h

Temp · horizon 24h

Concerning · Worseninglast 2 d

Systemic infection trajectory

Consider treatment failure or resistant organism, a second source, line/catheter infection, and non-infective mimics (drug fever, thrombosis).

Pattern strength40/100 · moderate evidence
14
K. Lindqvist

Bed 07 · 48M · day 3

NEWS2 4 · obs 1m ago

NOW−48h+24h

SBP · horizon 24h

Watch · Worseninglast 2 d

Falling perfusion reserve

Consider hypovolaemia (poor intake, losses), sepsis-related vasodilation, cardiac causes and medication effect.

Pattern strength54/100 · higher evidence
15
M. Haddad

Bed 02 · 59F · day 5

NEWS2 0 · obs 4m ago

NOW−48h+24h

Na⁺ · horizon 24h

Minor · Stablelast 3 d

Minor sodium drift

No change to routine monitoring suggested; the next scheduled sodium will confirm whether this is drift or noise.

Pattern strength0/100 · limited evidence
Deliberately not in the queue · 5Intelligent silence with the engine's reason for each patient

Synthetic demonstration · prompts support clinician review and are not orders