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Paper Citation Record · LEDGER

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2505.20585.

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

pith.paper-citation-record.v1
2505.20585 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:55:17.704787Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

21 of 21 outbound references displayed

  • verified exact6
  • verified fuzzy1
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8c6d375-636f-4384-a067-dac62abeb52b · outbound

This paper cites M., Kuljis, J., Papazafeiropoulou, A., & Stergioulas, L.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings M., Kuljis, J., Papazafeiropoulou, A., & Stergioulas, L

Reference 1

Resolution
verified exact
doi, observed 2026-08-07T13:55:18.968466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.027425Z digest=sha256:6e450de6acf0673db533fe7f38060f0366c63f60ec06ec26543b18447ebc4773

Observation cee9f66b-354c-4141-b696-a91b2dc1d639 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-07T13:55:18.694175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.075155Z digest=sha256:50440f2f6fa8b176b50535b7afae1f74771da0fd1f3b11bf2b1aa124f0470949

Observation 3eaf3926-dcd6-41b9-8b3d-faa6a4a59f52 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:21.357664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.117442Z digest=sha256:c28277263ec1bdb2347bab80b3773a681f8f5322c8a54975fb02cb2ca7b27b25

Observation 2640c762-954b-4fea-9661-9b6034c6fe52 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:21.275466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.414128Z digest=sha256:4c2c1f5dc664cbf57b924fb6389cc1c04a2aaae6f1dcfef05bb265e0eae485bd

Observation 11146e26-b0fd-45ed-a094-680678126c81 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:21.173151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.538067Z digest=sha256:16bda8cdca8bd1de9509083e431864636be09372ca0d8f3f7cc87e4db33a50a7

Observation c87de06d-3091-421b-99b7-a2a8ba89eeea · outbound

This paper cites C., et al.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings C., et al

Reference 6

Resolution
verified exact
doi, observed 2026-08-07T13:55:18.308223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.687041Z digest=sha256:1b52af2c4c6798a078e8a91f316dabc948eb28b4ff9ed14aea5868a3cf942bde

Observation 2392a6ff-7eb1-4c8d-86db-e697a04b316f · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:21.060891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.788886Z digest=sha256:51a219d67ce03f76a3f92c53a6ccca9af07f86ec847dcf9c4edc50534560d8c3

Observation 1b3b3afc-b373-4034-bc9d-8c377f758ed4 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:20.916038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.873959Z digest=sha256:d9a0cfdeae367dff210014a904aaae3c17f41e687645520a76aad60083da0d2b

Observation 29f90684-84c0-4750-b12e-1fdd2f34de3a · outbound

This paper cites E., & Mars, M.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings E., & Mars, M

Reference 9

Resolution
verified exact
doi, observed 2026-08-07T13:55:18.082264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.042466Z digest=sha256:86a2dc6d36676fd77aca683f1261919417d5542b038122bccd11e27c234ce78b

Observation 93ec27b0-1e01-4b23-a28e-34f303fab984 · outbound

This paper cites M., & Dlodlo, N.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings M., & Dlodlo, N

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:55:20.811213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.121800Z digest=sha256:6ae4ed49a2453cd950f0826450cf469876654ae63261b0ee4f091c2b0410f537

Observation 8a338de3-14d5-41fa-912e-761c2300c860 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:20.713922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.170026Z digest=sha256:ea7255433160bd5eb12cd071d418141767f7c4586c36ed88a7a2b3a2ae3cb469

Observation 9a5ac631-c138-4d7e-9ec8-60fa2c9c9b01 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:20.480848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.230193Z digest=sha256:50335d74b5ef0361d888aeb55037ab07cf0e0469bb808b89c44542267fc8a865

Observation 5098de20-bba8-4fc6-ab2b-cccc8b17e77b · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:20.351890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.272988Z digest=sha256:3625883d1e14687d4bb6e20b747e951bc6f9e26cd08c853b3d835c304662aae1

Observation f3c0f191-4d6d-4396-b869-d0b4ee34936b · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:20.132885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.353247Z digest=sha256:a4e691fab378fa0c532910848ee9c06009c4e84b155f8926a4380be4232c95fa

Observation 4eb8b124-569f-4d08-b01f-dce06ff0c0b7 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:19.949640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.430172Z digest=sha256:324734e966543c81349f8735c555a287e868e29c43661c383c75508372fc8aa9

Observation 9e3061f1-bb83-496b-82a7-796cc1fbe9b4 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T13:55:17.478121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:55:17.478121Z digest=sha256:9ff161b29c436b87fdd6e6228ca16353528659410139e8cf0789ee7987bd0cdd

Observation e08f8e52-9d13-4a02-ab1f-f61cbbcb8a59 · outbound

This paper cites Context-Aware Semantic Segmentation: Enhancing Pixel-Level Understanding with Large Language Models for Advanced Vision Applications.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Context-Aware Semantic Segmentation: Enhancing Pixel-Level Understanding with Large Language Models for Advanced Vision Applications

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:55:19.097318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.514910Z digest=sha256:4c5539e0adfe97816f3e3e96d07eb3fe757cbfda1777ab3de0cc282a203702d7

Observation 084db96f-def6-4995-9e14-92f0c334dff4 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:19.675937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.574451Z digest=sha256:674bc4ed01872ee3da79e7a20c2d88c49070666ca5b5831e7ff025bb8a979b12

Observation d1f1439a-cfdd-4a3a-b444-c9fd54bddf3c · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:55:19.419982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.645810Z digest=sha256:d35df3893f9cad1db433dfda391b03215fe01de1f80fe97eb67916cd9057ce8d

Observation f2c24cb3-ee1c-49dd-b459-571dd7e0c0fd · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 20

Resolution
malformed identifier
doi_truncated, observed 2026-08-07T13:55:17.911430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:17.704787Z digest=sha256:a0652a3c251e029a338ff6572d174c214674b6471bbcf0a98e853343c1d3930c

Observation 77b257c1-3316-447f-815b-5a0f226c92e1 · outbound

This paper cites an unresolved cited work.

HOT-FIT-BR: A Context-Aware Evaluation Framework for Digital Health Systems in Resource-Limited Settings Unresolved cited work

Reference 488

Resolution
verified exact
doi, observed 2026-08-07T13:55:18.511916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T13:55:16.237175Z digest=sha256:f300705e4080d33dfd1e6d949ce6f10113ce123ca99d671b51bbc5919197bb1d

Pith citing papers

No inbound Pith citation observations are available.