Initial triage completed; transfer monitoring still required


Condition became irreversible after delays


risk-aware policy + anti-stupidity guard

Patient stabilized after delayed admission


Admitted with delays: prolonged transfer strain


Condition worsened but remains temporarily transferable


balanced policy + critical triage + anti-stupidity guard


balanced policy + critical triage + guided-exploration + anti-stupidity guard

Hospital cannot admit: No specialist available


Critical treatment machine failed at admission


safe policy + critical triage + anti-stupidity guard


Admitted with delays: prolonged transfer strain, patient worsened during transfer


Hospital cannot admit: ICU unavailable, No specialist available


Hospital cannot admit: Hospital overloaded


risk-aware policy + immediate-retry override

Critical deterioration managed temporarily; reroute still needed


Admitted with delays: prolonged transfer strain, doctor delayed


risk-aware policy + anti-stupidity guard + immediate-retry override


Admitted with significant risk: ICU unavailable


Condition became non-transferable during delay; immediate critical care failed


Hidden mismatch at arrival (wrong risky guess). Rerouting required.


Condition stabilized after progressive treatment


Early rejection mitigated by emergency field stabilization


Initial triage completed; transfer monitoring still required


balanced policy + critical triage + guided-exploration


risk-aware policy + guided-exploration + anti-stupidity guard


Condition became irreversible after delays


Condition relapsed after temporary stabilization


Temporary stabilization despite specialization mismatch


risk-aware policy + guided-exploration + immediate-retry override


Hospital cannot admit: No specialist available, Hospital overloaded


Hospital cannot admit: No specialist available


Condition worsened but remains temporarily transferable


Admitted with significant risk: No specialist available


Patient stabilized after delayed admission


safe policy + critical triage + guided-exploration


safe policy + guided-exploration + anti-stupidity guard


Admitted with delays: patient worsened during transfer


Hospital cannot admit: ICU unavailable, No specialist available


safe policy + critical triage + guided-exploration + anti-stupidity guard


combination search step-1 alt-2 + anti-stupidity guard


Admitted with delays: prolonged transfer strain, doctor delayed


Admitted with delays: prolonged transfer strain


balanced policy + guided-exploration + anti-stupidity guard


Hospital cannot admit: Hospital overloaded


Hidden mismatch at arrival (wrong risky guess). Rerouting required.


Critical deterioration managed temporarily; reroute still needed


Admitted with delays: prolonged transfer strain, patient worsened during transfer


Early rejection mitigated by emergency field stabilization


Condition became non-transferable during delay; immediate critical care failed


Condition stabilized after progressive treatment


Hospital cannot admit: ICU unavailable, Hospital overloaded


Condition became irreversible after delays


Condition relapsed after temporary stabilization


Hospital cannot admit: No specialist available


Emergency beds became unavailable during arrival


Condition worsened but remains temporarily transferable


Initial triage completed; transfer monitoring still required


Patient stabilized after delayed admission


Admitted with delays: prolonged transfer strain, hospital busy but manageable


Hospital cannot admit: ICU unavailable, No specialist available


Admitted with delays: prolonged transfer strain


Hidden mismatch at arrival (wrong risky guess). Rerouting required.


Hospital cannot admit: Hospital overloaded


Critical treatment machine failed at admission


Hospital cannot admit: No specialist available, Hospital overloaded


Admitted with significant risk: No specialist available


Critical deterioration managed temporarily; reroute still needed


Condition became non-transferable during delay; immediate critical care failed


Admitted with significant risk: ICU unavailable


Early rejection mitigated by emergency field stabilization


Condition became irreversible after delays


Hospital cannot admit: ICU unavailable, Hospital overloaded


Hospital cannot admit: No specialist available


Condition relapsed after temporary stabilization


Condition stabilized after progressive treatment


Patient stabilized after delayed admission


Hospital cannot admit: ICU unavailable, No specialist available


Admitted with delays: prolonged transfer strain, hospital busy but manageable


Condition worsened but remains temporarily transferable


Doctor was reassigned to another emergency at arrival


Hidden mismatch at arrival (wrong risky guess). Rerouting required.


Hospital cannot admit: Hospital overloaded


Admitted with delays: prolonged transfer strain


Critical deterioration managed temporarily; reroute still needed


Emergency beds became unavailable during arrival


Condition became non-transferable during delay; immediate critical care failed


Initial triage completed; transfer monitoring still required


Admitted with delays: patient worsened during transfer


Hospital cannot admit: No specialist available, Hospital overloaded


Hospital cannot admit: No specialist available


Admitted with significant risk: ICU unavailable


Condition became irreversible after delays


Early rejection mitigated by emergency field stabilization


Condition stabilized after progressive treatment


Admitted with delays: prolonged transfer strain, doctor delayed