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These books are ranked using the setting labels extracted for Hospital.
Setting labels used: dystopian future, hospital setting, medical institution, C City, China, bureaucratic system, speculative future, authoritarian society, medicalized world, labyrinthine interior
Focused on “zombie-infested world” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A hereditary disease born from a cancer cure forces one young woman to confront stigma, control, and survival.
Why this is here
Setting labels: future · dystopian world · medical institution · ward setting · retreat setting · isolated community · institutionalized care
Semantic match: ranked by setting
Distance: 0.1055
In a deathless future, a father must choose who dies so his triplets can live.
Why this is here
Setting labels: future world · near future · dystopian future · utopian dystopia · hospital · Chicago · controlled society · immortal society · one-room setting
Semantic match: ranked by setting
Distance: 0.1349
In a dystopian YA finale, Tatum races to uncover her erased past, expose the Program, and reclaim the truth.
Why this is here
Setting labels: near future · dystopian society · high school · institutional control · medical/clinical setting · memory-alteration reality
Semantic match: ranked by setting
Distance: 0.1355
In a near-future AI-run world, a medical student uncovers family secrets and a deadly medical mystery in New Orleans.
Why this is here
Setting labels: near future · dystopian future · New Orleans · New York City · AI-controlled society · medical enclave · university hospital · medical school · alternate healthcare system
Semantic match: ranked by setting
Distance: 0.1392
A dying teen hunts for truth, family, and freedom while secrets, a cure, and old loyalties unravel around her.
Why this is here
Setting labels: dystopian future · post-apocalyptic world · isolated society · controlled medical system · mansion setting · underground resistance · road trip setting · dying society
Semantic match: ranked by setting
Distance: 0.1467
An amnesiac teen with a clue written on her hand must flee a controlled future and uncover who she is.
Why this is here
Setting labels: dystopian future · lab · hospital · secret colony · hidden refuge · controlled society · scientific future · post-human world
Semantic match: ranked by setting
Distance: 0.1468
Three separated teens navigate rebellion, a deadly plague, and tangled loyalties as their world begins to change.
Why this is here
Setting labels: future society · dystopian society · controlled city · outside the borders · airships · hospital setting · rebellion setting
Semantic match: ranked by setting
Distance: 0.1495
In a tightly controlled future, a teen girl’s perfect match is disrupted, pushing her toward forbidden feelings and doubt.
Why this is here
Setting labels: dystopian future · futuristic society · high-tech control · sterile world · regulated everyday life · surveillance state
Semantic match: ranked by setting
Distance: 0.1522
In a world where two souls share one body, a hidden girl must risk everything for a chance to move and live openly.
Why this is here
Setting labels: alternate reality · dystopian future · government clinic · hospital setting · school setting · institutional setting · near-future America
Semantic match: ranked by setting
Distance: 0.1547
In a medically perfected future, one rebellious investigator uncovers a crisis that could expose the cost of enforced harmony.
Why this is here
Setting labels: near future · post-nuclear society · Japan · global bureaucracy · medicalized society · high-surveillance future · utopian dystopia · post-apocalyptic future · world government
Semantic match: ranked by setting
Distance: 0.1553
In a heartless dystopia, a teen artist who kept her heart must protect her emotions and resist conformity.
Why this is here
Setting labels: dystopian world · emotionless society · high school · medicalized society · speculative future · gray world · post-procedure society · storage facility · library · hospital
Semantic match: ranked by setting
Distance: 0.1561
A terminally ill editor chooses cryogenic suspension, then wakes into a bleak future where survival has a dangerous price.
Why this is here
Setting labels: near future · hospital setting · medical facility · scientific facility · dystopian future · 1970s future · 1990s future · 2020s future · alternative future · surveillance society
Semantic match: ranked by setting
Distance: 0.1562
