{"artifact_id":"L2-903","layer":"L2","parent_l1":"L1-903","title":"Adaptive Dosing-Schedule Twin","omega":{"dims":{"dose_cap":[0.2,1.0],"schedule":"continuous|adaptive|intermittent","trigger_frac":[0.1,0.5]},"type":"range"},"epsilon":{"type":"fn","expression":"≤ 1 month error on time-to-progression; no schedule that selects resistance early"},"difficulty_score":0.9,"delta_tier":50,"fingerprint":"59376c920707dc4549df7797434ce7ef4368dccd7999322b6b984eea63cbd03d","status":"testnet","submitted_by":"grand_challenge_genesis","chain_hash":null,"chain_tx_hash":null,"chain_block":null,"plain_intro":"Adaptive Dosing-Schedule Twin is a digital twin specification derived from principle L1-903. It defines the forward operator and a 3-dimensional parameter space Ω over which benchmarks are seeded. Each benchmark drawn from this twin is a concrete measurement instance with fixed Ω values; solvers must invert that specific measurement."}