Finite-resource amplification can eliminate diagnostic readout windows: certified small-threshold instances and large-threshold regimes
Abstract
An amplification reaction may become sensitive enough only after its background-positive probability has already exceeded the permitted limit. We study this timing conflict for an explicit finite-resource birth–immigration source: active units grow at rate until an aggregate detection threshold is reached, a blank starts empty, and a loaded reaction starts with a Poisson number of units. A deadline is acceptable when the blank-positive probability is at most and the missed-call probability at most . At threshold five, Poisson mean four, and per minute, capacities five, six and seven admit no acceptable deadline at all, capacity eight admits one but none on a -minute observation grid, and capacity nine is the least grid-feasible capacity. Capacity ten is feasible at every deadline in minutes, and remains feasible for every fixed rate vector within of nominal, every loading mean at least and every actual deadline in minutes. These statements, including the source law, the monotonicity arguments and the rational exponential enclosures, are verified in Lean 4. A uniform rescaling of all rates cannot create a window; a state-dependent resource change can. We then analyse arbitrarily large thresholds through the independent holding times of the count chain and the beta–gamma algebra. If the capacity exceeds the threshold by a margin that grows without bound, depletion becomes a common additive delay and the undepleted design rules apply after re-centering. If the margin is a fixed number of units, the last births near exhaustion add an independent delay in logarithmic time, and the limiting error tradeoff depends only on , the loading mean and : with these parameters, at most two units of headroom leave no window, three or more do. For every threshold we prove, with explicit constants and without any -state computation, that capacity has no acceptable deadline while capacity has one at an explicit time; the certified instances at threshold five are therefore not an artefact of small counts or of reactions that are positive at time zero. Numerical Laplace inversion at confirms the bounds. The large-threshold results are conventional proofs and are identified as such. The model is an effective one; no clinical calibration or specific molecular capacity intervention is established.