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Paper Citation Record · LEDGER

Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2309.08560.

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

pith.paper-citation-record.v1
2309.08560 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:01:08.504544Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:08:56.043243Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6264bf78-637d-498b-91e9-5fc8dca917e0 · inbound

Situational-Constrained Sequential Resources Allocation via Reinforcement Learning cites this paper.

Situational-Constrained Sequential Resources Allocation via Reinforcement Learning Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T20:01:08.504544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:01:08.504544Z digest=sha256:4b8b33ac1a63762219dbeea4a3480dcfb0a399cad5cab2b7838723c768e3cf44

Observation 771e9798-d1ba-49e1-93d9-fe8d1e3f0fc9 · inbound

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI cites this paper.

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources

Reference 124

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T15:08:56.046230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-05T15:08:54.148630Z digest=sha256:3e79cb40df41cd9327b1d12a89bb658297095b49e72d0585ad4d75b9af2da915