living-evidence.doralemon.chatgpt.site WebMCP Tools, Schemas & Agent Capabilities

living-evidence.doralemon.chatgpt.site

live Unverified (seed import) Health & Education 28 tools imperative implementation

A Living Evidence document: a meta-analysis of the Pygmalion effect that you — and your AI agent — can cross-examine, re-run, and extend, right on this page.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 12 · Act 16 · Transact 0 · Score: Not yet scored

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subgroup_analysis

act imperative

Split the studies into subgroups, fit each subgroup separately, test the between-group difference, and RENDER a subgroup forest plot. For weeks, omit split_at to use 1 or provide another threshold; split_at is rejected for setting/tester (categorical fields split by value, so a threshold would be silently meaningless).

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Input schema

Property	Type	Required	Description
`split_field`	string	yes	field to split on
`split_at`	number	no	threshold for the numeric field weeks (group A: value <= split_at; default 1). Rejected for setting/tester.

Raw JSON schema

{
  "type": "object",
  "properties": {
    "split_field": {
      "type": "string",
      "enum": [
        "weeks",
        "setting",
        "tester"
      ],
      "description": "field to split on"
    },
    "split_at": {
      "type": "number",
      "description": "threshold for the numeric field weeks (group A: value <= split_at; default 1). Rejected for setting/tester."
    }
  },
  "required": [
    "split_field"
  ],
  "additionalProperties": false
}

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