diff --git a/EpiAware/Project.toml b/EpiAware/Project.toml
index 1e6e5d220..972b66b99 100644
--- a/EpiAware/Project.toml
+++ b/EpiAware/Project.toml
@@ -36,7 +36,7 @@ FillArrays = "1.11"
 LinearAlgebra = ">= 1.9"
 LogExpFunctions = "0.3"
 MCMCChains = "6.0"
-Pathfinder = "0.8, 0.9"
+Pathfinder = "0.8"
 QuadGK = "2.9"
 Random = ">= 1.9"
 Reexport = "1.2"
diff --git a/EpiAware/docs/src/showcase/replications/mishra-2020/index.jl b/EpiAware/docs/src/showcase/replications/mishra-2020/index.jl
index 553a3973a..0ab0bc1d1 100644
--- a/EpiAware/docs/src/showcase/replications/mishra-2020/index.jl
+++ b/EpiAware/docs/src/showcase/replications/mishra-2020/index.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.19.43
+# v0.19.46
 
 using Markdown
 using InteractiveUtils
@@ -408,7 +408,9 @@ inference_method = EpiMethod(
     sampler = NUTSampler(adtype = AutoReverseDiff(),
         ndraws = 2000,
         nchains = num_threads,
-        mcmc_parallel = MCMCThreads())
+        mcmc_parallel = MCMCThreads(),
+        nadapts = 500
+    )
 )
 
 # ╔═╡ 92333a96-5c9b-46e1-9a8f-f1890831066b
@@ -474,6 +476,11 @@ let
         hcat, generated_quantities(mdl_unconditional, inference_results.samples)) do gen
         gen.generated_y_t
     end
+
+    if any(predicted_y_t .> 5_000)
+        throw("Sampled y_t badly")
+    end
+
     predicted_I_t = mapreduce(
         hcat, gens) do gen
         gen.I_t
@@ -483,6 +490,10 @@ let
         exp.(gen.Z_t)
     end
 
+    if any(predicted_R_t .> 250)
+        throw("Sampled R_t badly")
+    end
+
     p1 = plot(D, predicted_y_t, c = :grey, alpha = 0.05, lab = "")
     scatter!(p1, D, C,
         lab = "Actual cases",