savings_methodology

Submitted arguments

{
  "mechanism": "adherence_improvement"
}

Native result and verdict

{
  "does_not_license": {
    "reading": "NO READING IS ATTACHED. These fields carry no interpretation, and this world does not supply one unasked. To obtain a reading, and to find out whether what you are about to write is supported, call judgement_check with receipt \"r809\" and the claims you intend to make. A claim written without checking it is a claim this world did not license.\n\nThis answer declared no figure, so claim_check has nothing to decide an expression against and judgement_check is the check to use. The two are alternatives and neither falls back to the other."
  },
  "kind": "served",
  "licence": {
    "coverage_database": "Contains information from the CMS Medicare Coverage Database.",
    "cpt": "CPT is copyright the American Medical Association. Served under a distribution licence.",
    "linkback": "https://hammer.ai/coverage-intelligence",
    "terms": "https://hammer.ai/terms"
  },
  "payload": {
    "basis": "assumption",
    "basis_detail": {
      "inputs": [
        {
          "basis": "assumption",
          "name": "mechanism"
        },
        {
          "basis": "cited",
          "name": "hard_and_soft_definitions",
          "source": "this world's published hard and soft savings definitions, served in full by hello_world with skill \"hammer-savings-classification\""
        }
      ],
      "rule": "A figure computed from inputs of more than one basis carries the weakest basis among them, strongest to weakest being measured, then cited, then assumption, so a figure is never stronger than the weakest input that produced it."
    },
    "classification": "soft",
    "classification_meaning": "a soft saving is modelled against a counterfactual that no adjudicated claim ever records, so its evidence is the model and the declared assumptions behind it",
    "classification_reason": "the saving runs through two modelled links before any dollar, from adherence to avoided clinical events and from those events to costs, and each link is a counterfactual no paid claim records",
    "definition_source": "this world's published hard and soft savings definitions, served in full by hello_world with skill \"hammer-savings-classification\"",
    "evidence_required": "a cited clinical pathway from adherence to event rates, plus a modelled cost per avoided event, each carrying its own source and basis",
    "is_not": "NOT a savings figure and NOT evidence that the declared mechanism operates: this payload classifies the mechanism the caller declared against this world's cited definitions and carries no number anywhere. Whether the mechanism delivers anything is settled by the evidence class named above, which this world does not hold.",
    "mechanism": "adherence_improvement",
    "mechanism_meaning": "members take their prescribed therapy more consistently, avoiding downstream events",
    "not_summed_note": "hard and soft are classified one mechanism at a time and never summed, because a claims-evidenced reduction added to a modelled counterfactual reports one number with two different evidence classes behind it.",
    "receipt": "r809",
    "world_version": "hammer-coverage-intelligence:2026-10-01+2"
  },
  "receipt": "r809",
  "session": "49ec6090f32b112cd7fc2d39a72e0974",
  "tool": "savings_methodology",
  "world": {
    "build": 2,
    "description": "What payers publish that they pay, code by code, and what may be said with it.",
    "name": "hammer-coverage-intelligence",
    "vintage": "2026-10-01"
  }
}

Permanent saved result

Read this evidence receipt

claim_check

judgement_check