Pith. sign in

Paper Citation Record · LEDGER

Probabilistic Modeling of Multi-rater Medical Image Segmentation for Diversity and Personalization

As of 6 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2512.00748.

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

pith.paper-citation-record.v1
2512.00748 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T03:36:00.309887Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

4 of 4 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82870eea-fe58-49ba-a86f-144407d6d12b · outbound

This paper cites an unresolved cited work.

Probabilistic Modeling of Multi-rater Medical Image Segmentation for Diversity and Personalization Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-17T03:38:58.748087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-17T03:36:00.309887Z digest=sha256:a6f5b9cf79c6200ae542b91fa1973397fd2bef0b6135922365a96011ad0e59f6

Observation c6850cfa-3aa9-4b56-91ae-b1f41b280a74 · outbound

This paper cites an unresolved cited work.

Probabilistic Modeling of Multi-rater Medical Image Segmentation for Diversity and Personalization Unresolved cited work

Reference 2

Resolution
malformed identifier
arxiv_id, observed 2026-05-17T03:38:58.145820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-17T03:36:00.309887Z digest=sha256:352d2ec9bfaf60b66ecaab3f8be3f8ece1485913be13715b1828a89a6f0ecb41

Observation 3e3ee21e-82c2-402b-a163-776fb9ce5869 · outbound

This paper cites When the distance between the annotations of two experts is closer, their performance is more similar on one test set.

Probabilistic Modeling of Multi-rater Medical Image Segmentation for Diversity and Personalization When the distance between the annotations of two experts is closer, their performance is more similar on one test set

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T03:38:58.751548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-17T03:36:00.309887Z digest=sha256:7f45ce7b735fcd18304d6dcb200a689b5af5205c77290f2df2353abd73255823

Observation 809a111f-4131-478c-8fd1-db8a0c673d54 · outbound

This paper cites As shown in Table.

Probabilistic Modeling of Multi-rater Medical Image Segmentation for Diversity and Personalization As shown in Table

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-17T03:38:58.140333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-17T03:36:00.309887Z digest=sha256:bf37c4f1d222ea000b94f642ca4d50d82a72bd5f97ae27bb78600515db885bb9

Pith citing papers

No inbound Pith citation observations are available.