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Paper Citation Record · LEDGER

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions

As of 12 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2411.17967.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.17967 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:40:54.208673Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

7 of 7 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd76d0b6-fadc-4504-9a3e-75fb4984ced4 · outbound

This paper cites A method for analyzing health behavior in online forums.

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions A method for analyzing health behavior in online forums

Reference 1

Resolution
metadata mismatch
raw_fallback, observed 2026-08-12T11:40:54.426909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:40:54.171791Z digest=sha256:dd9d0b3796d789269e0dd563945871e85088a0f9099eeeabfe90362abfc85216

Observation f081b88b-d8f5-4093-a57d-3af8fa86b554 · outbound

This paper cites QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums.

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T11:40:54.179712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:40:54.179712Z digest=sha256:a459b04d207e80e382d63702a9fe953e9ab554bac5e933676ef2d3d144c3e9ac

Observation 50edf336-4bab-4020-bd49-7d83af5e71d8 · outbound

This paper cites PRAW: The python reddit api wrapper.URL: https: // praw.

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions PRAW: The python reddit api wrapper.URL: https: // praw

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:40:54.461822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:40:54.185919Z digest=sha256:44f40929f803bbe96830e9fa3c6d78c456137f98f180f19ca17c9ff222954929

Observation 7621053e-3f84-4e16-a819-b2d80cf8898a · outbound

This paper cites Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks.

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions Scalable Qualitative Coding with LLMs: Chain-of-Thought Reasoning Matches Human Performance in Some Hermeneutic Tasks

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T11:40:54.190895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:40:54.190895Z digest=sha256:076b561acccba502f293ac9bd8abf8224e56a9b68a1b66ba985859f38fa39742

Observation c2feb0ba-d91c-44a4-b914-6868d54197c2 · outbound

This paper cites Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models.

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T11:40:54.196565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:40:54.196565Z digest=sha256:c24abc648d0796697a555a419d07e19dec1b104b9b172d5042e553ff12bb8f9f

Observation 848a31b7-63a6-4822-8dc9-2d03120694b8 · outbound

This paper cites Iteratively Prompt Pre-trained Language Models for Chain of Thought.

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions Iteratively Prompt Pre-trained Language Models for Chain of Thought

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T11:40:54.202167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:40:54.202167Z digest=sha256:25d89b53cb773232d608c055a6d136d68625fe3d3c9f2405ed7e988e4be48539

Observation be09aa77-a955-4498-a47f-09813540992e · outbound

This paper cites Compared with what? Measuring AI against the health care we have.N Engl J Med.

QuaLLM-Health: An Adaptation of an LLM-Based Framework for Quantitative Data Extraction from Online Health Discussions Compared with what? Measuring AI against the health care we have.N Engl J Med

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:40:54.445330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T11:40:54.208673Z digest=sha256:7d0cb1be35a01155d3d4b4613f50d427ccfe3ed2dfdd910f51f78593ccda1e4b

Pith citing papers

No inbound Pith citation observations are available.