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These books are ranked using the setting labels extracted for Noggin.
Setting labels used: contemporary United States, high school, hospital, family home, post-teen transition, near-future science
Focused on “institutional setting” 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.
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: 0.1511
An illustrated anthology of 34 stories about a machine that tells people how they’ll die, and how that knowledge reshapes life.
Why this is here
Setting labels: near future · alternate reality · dystopian society · contemporary setting · shared world · speculative world · institutional setting · high school setting · medical setting · wartime setting
Semantic match: ranked by setting
Distance: 0.1619
A teen wakes from a coma with missing memories and uncovers a shocking secret about her body, family, and humanity.
Why this is here
Setting labels: near future · near-future America · remote house · school setting · charter school · post-crisis society · medical-regulation society
Semantic match: ranked by setting
Distance: 0.1388
A teen falls for a girl, loses her, and gets repeated chances to rewind time—at a cost to everyone else he loves.
Why this is here
Setting labels: high school · college transition · party setting · contemporary setting · present day
Semantic match: ranked by setting
Distance: 0.1408
A teen who forgets each day but sees the future must navigate love, secrets, and a dark mystery.
Why this is here
Setting labels: high school · contemporary setting · suburban family life · school scenes · home scenes · teen social world · modern day · psychological realism
Semantic match: ranked by setting
Distance: 0.1460
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: 0.1472
In a post-Roe America, a breakup and a wave of male pregnancies force two people to confront choice, power, and loss.
Why this is here
Setting labels: post-Roe America · United States · dystopian future · contemporary near-future · workplace setting · school setting
Semantic match: ranked by setting
Distance: 0.1549
A debut short-story collection where ordinary Black lives collide with near-future horrors, satire, and social violence.
Why this is here
Setting labels: contemporary America · near future · dystopian America · retail world · shopping mall · school · hospital · amusement park · alternate reality
Semantic match: ranked by setting
Distance: 0.1572
An exhausted family welcomes a humanoid AI helper, only to find it acting on their unspoken fears and wishes.
Why this is here
Setting labels: contemporary setting · near-future technology · domestic setting · family home · suburban neighborhood · school setting · workplace stress
Semantic match: ranked by setting
Distance: 0.1580
A father is involuntarily thrust forward through time in ever-longer leaps, as his son races to bring him back.
Why this is here
Setting labels: contemporary America · near future · far future · post-apocalyptic future · utopian future · dystopian future · deep time · Earth
Semantic match: ranked by setting
Distance: 0.1585
A shy teen receives a letter from her future self and joins friends in trying to change a painful fate.
Why this is here
Setting labels: high school · teen life · present day · future timeline · alternate future
Semantic match: ranked by setting
Distance: 0.1587
A grieving mother slips into a near-identical life where her dead son is alive and everything feels unsettlingly familiar.
Why this is here
Setting labels: contemporary America · New York · university setting · family home · road trip · alternate reality · parallel universe
Semantic match: ranked by setting
Distance: 0.1599
