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Paper Citation Record · LEDGER

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models

As of 10 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.24829.

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

pith.paper-citation-record.v1
2607.24829 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:10:46.418254Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

59 of 59 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 05e40d45-0d14-4df7-aa7c-43149347f82d · outbound

This paper cites GPT-4 Technical Report.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models GPT-4 Technical Report

Reference 1

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no resolver link, observed 2026-08-01T09:10:45.022140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.022140Z digest=sha256:a24dccbbb9b44cce3225f7ab81659f86b699aa4cd3ecd52631e400bf1b1da20c

Observation 802f4176-4f3c-48e1-be06-249a2115dc4b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-01T09:10:45.153007Z digest=sha256:d52856260da0aff14f1f533091b8de50040b6cba986c16a41ad09538596da955

Observation 6656aead-1e84-4422-9bc4-e483c0208e66 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.318839Z digest=sha256:2771ebcc9bdbfcbecf3a7c009e748dcfd9314e2ac060c99296a71b49387459c1

Observation d1f9e970-617f-4933-8abf-f3f8c5d110cb · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-01T09:10:45.485208Z digest=sha256:02bb6faca194f066e2bb99c4eb05a8febfbb4fd6e21500b8a6e9ec9cfdd6617f

Observation 1b7a5d37-af78-4e82-9820-067981a7b9de · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-01T09:10:45.573376Z digest=sha256:9cf5995be023c79499ea2abb7e2c7622a27eb7bfcadcc96af378ac4982151602

Observation f6253207-3352-4649-a34a-2410afe020fd · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.734078Z digest=sha256:37685ac275237a6e489fa8fbe8727765d79e6f19ae4337fef760000790a4a210

Observation 03312f3e-f4c1-4a1e-8c80-bfb23156b962 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.838058Z digest=sha256:deb1e7bda1cd16b5cefa8dff681852a3c99d767aebc766345a1c4756326839fe

Observation 8205c105-bd14-42a0-8841-5ed9831e8103 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-01T09:10:45.957808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.957808Z digest=sha256:901cacca4532ca7ce132118c9b8422cab60be4859fad330cf7df829dbd66a4f7

Observation 27fd841d-b17b-4bd3-8c51-8338358621b8 · outbound

This paper cites M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems

Reference 9

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no resolver link, observed 2026-08-01T09:10:46.029636Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T09:10:46.029636Z digest=sha256:76c81a6393944aaa72df6cab83ffa1cb230a9d630c9be03aa752663a3ffe5ca9

Observation 015dd69f-5662-489c-8e69-0bfad8a50af6 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-01T09:10:46.089377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.089377Z digest=sha256:54022a2de6080b650a055c4fb44cfa67a3ef4c878d4ef3242ad1b4b1babc66cb

Observation 19b23f6b-4fc3-4620-a286-fca689bffe96 · outbound

This paper cites Promptagator: Few-shot Dense Retrieval From 8 Examples.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Promptagator: Few-shot Dense Retrieval From 8 Examples

Reference 11

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source=pdf_text observed=2026-08-01T09:10:46.133985Z digest=sha256:1963a0aaec1a3a3f322ab4901a370da7043315ca969580de58daf37be255a7dc

Observation cb9069ec-7fa3-470c-8b4a-0e746d3e06d9 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-01T09:10:46.144489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.144489Z digest=sha256:74daf330e2df9617965b261962b15a345c08180cf4f78525325569fa5f4c32d0

Observation 991d9720-135a-4177-8ebf-3983817ababe · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.162931Z digest=sha256:14d705de6f0c959bb3ce15b7f7bd2f970c90fc71072d14092975cfc6f2e13cd4

Observation 89ae13ac-6a35-4ece-a3a6-828be70c4e4c · outbound

This paper cites Fine-grained List-wise Alignment for Generative Medication Recommendation.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Fine-grained List-wise Alignment for Generative Medication Recommendation

Reference 14

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source=pdf_text observed=2026-08-01T09:10:46.171125Z digest=sha256:8b6512fa01617c506617a4fd4cb6a8d844648d68af89b859d0ad1c8b617767d7

Observation 735f7733-914b-492b-8b77-5e90479278c8 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-01T09:10:46.184152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.184152Z digest=sha256:48e80fa18e4b6ba31ef1b3c3807e3b5451de1f58c9c8a5835d3e40e4e2a28b6b

Observation 59b4b372-105d-4883-8f42-021d4dab3f9b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 16

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no resolver link, observed 2026-08-01T09:10:46.194732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.194732Z digest=sha256:5b4e7d6ca9fd94d411840f26e078d2ffaf4504f1646e65e6b0723cdfc7fedef5

Observation 8a50012e-db01-4116-84e9-24895cde31a7 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-01T09:10:46.199915Z digest=sha256:c7becff5f8832175e2d4af07135d44e441a696ade95cccba57aab7f79bba7aaf

Observation 9530e96b-8a36-4c6c-a6e0-69d11705a842 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-01T09:10:46.204558Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.204558Z digest=sha256:3b37fa1d6e54f6720c13d044d0b45c787f2aae913c07a3eb5f144b165a7add1f

Observation 8f932503-823f-4390-ab90-19d8825ed3f1 · outbound

This paper cites The Llama 3 Herd of Models.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models The Llama 3 Herd of Models

Reference 19

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T09:10:46.209263Z digest=sha256:c2bf3453fd6837c71f5de4fb8a29fbc76adda3bb145a209d6e389aefba36123d

Observation d9949fd4-a5e8-443c-8108-baa3730d8ec0 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-01T09:10:46.214503Z digest=sha256:8d65f5b547d86d387d4bd6220891284120a65c0a8e81a4b6e1d168569e122a72

Observation f49739fa-0ec0-41f8-9207-0822d819a810 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-01T09:10:46.220549Z digest=sha256:edfe40b20eab5c7048417d8faf9236aa969ff60e363e558b2f7d26ee253448f3

Observation 379c4734-57de-4b11-bd77-b70c3b5d3d03 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-01T09:10:46.226977Z digest=sha256:c178f425992c90de8d7b029ba145a90afacc2e087706e4f5776c061565369580

Observation ed217177-3db3-46ab-8ca9-85a3dad6906b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.239173Z digest=sha256:bdd1eeb7316b252904b18275c2a5d1a6062e4af06aa42cb7c35d3bb47a1a6ac0

Observation cdc3df6b-65a4-486a-a350-8f239b2eb33d · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.243378Z digest=sha256:4fc88ae35fd8559ff494206b265bed41dabbe8c265a4db8b5f5e62a8df6b641e

Observation 9d9c09f5-3b1a-4457-9cfb-38674a9c5ac1 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.232920Z digest=sha256:a5eb3e85e5ad36daad62dda6c293d860bd231660f190bab2f9ed47393ac54404

Observation 4d32a22d-61c5-4d06-b254-b2305e182b4e · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-01T09:10:46.253502Z digest=sha256:af320c8e0c1c0566968b0496bfd2a060b4f4f69f4093e1bf30d55d7dd094f1aa

Observation a4f9accc-eda9-4da9-8fa8-92f939ba9f68 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-01T09:10:46.258723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.258723Z digest=sha256:e8cba6f7d6eb182fcff2810d0664eb50f697492474327ac191d5c82a4d5d38c6

Observation 4b2c2368-d56f-42c0-a943-f7ac18846576 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.248247Z digest=sha256:040a8387cf5a298b07ca9877d4ad9d2ccbc846a0bd3ed24f7ceabf5600da9c23

Observation 50e98cb6-c4aa-4bfd-ac77-4d376408ef69 · outbound

This paper cites Large Language Model Distilling Medication Recommendation Model.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Large Language Model Distilling Medication Recommendation Model

Reference 29

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no resolver link, observed 2026-08-01T09:10:46.275895Z

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source=pdf_text observed=2026-08-01T09:10:46.275895Z digest=sha256:86aaa0874fc9ed6d1c57b62e9eeca7782c20351391c2f0c8f4ca845ed53849ab

Observation 7cc0a29f-fe9f-4d78-a64c-be458588a27c · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Capabilities of GPT-4 on Medical Challenge Problems

Reference 30

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no resolver link, observed 2026-08-01T09:10:46.280955Z

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source=pdf_text observed=2026-08-01T09:10:46.280955Z digest=sha256:90cad28e4d02f7b2b0f83c7032b35692fb36075622fe92d3249c7b701c30d3f7

Observation aaac705b-27ba-4184-9fac-8c85e484ff86 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-01T09:10:46.263382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.263382Z digest=sha256:4a4c6ef6e198004338510ac2a3c4b452a862bf888d61f60ec38e63596bb8c058

Observation 3804b7a5-8032-4907-9cf1-f5dc8f18e011 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 32

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no resolver link, observed 2026-08-01T09:10:46.291082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.291082Z digest=sha256:90899cc7f6379e13870c318ba4c99e051d01625adb5887bb6552bfc0703fda48

Observation 91e4039e-689b-4e5f-b123-90301ff9ab0b · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.296778Z digest=sha256:0b33d23d43d44e89f2fbc6c22c6eb8510627aa227b9810fa9234eaf305dbc3b2

Observation 284afd6e-30a3-43aa-b4f4-a9c1c929c78f · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-01T09:10:46.305375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.305375Z digest=sha256:4a414d7f1662c2076ab71c6595ed6f0f4167697a12e6f67b895ea24fbcb42ca1

Observation b4879c98-def5-41c0-b4f9-5b3f9480a3a4 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-01T09:10:46.285903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.285903Z digest=sha256:5f919a5ef406be96699bdff6ecd486f20c361f0eb182c7f5018b81ee840da426

Observation d4482e5b-82b4-41e2-aba7-46a6d5fce749 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-01T09:10:46.316553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.316553Z digest=sha256:a385f980429f6ffb5118c12acc19f4d86a1eee45f2bd7653ddd6d803567d8ced

Observation e27adba4-f097-44d9-8de3-53d9c50b9a2f · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-01T09:10:46.321846Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T09:10:46.321846Z digest=sha256:2aea7bb6d6678908de835d76a727fa0ea1612ea63bac9020a310b67a7f87de85

Observation 1040f9fa-60a9-439d-9c7d-fd810976f7fb · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-01T09:10:46.327027Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T09:10:46.327027Z digest=sha256:f5464be07bf8eb9baaa2c8d9f966158d7e068491cd23e5d4c898bc8c43dba1a4

Observation 1214b0c3-0ac3-4957-8103-d26981ead69e · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 39

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no resolver link, observed 2026-08-01T09:10:46.311161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.311161Z digest=sha256:842f9d26cb2c978cd862d6fb2f484658ffbd872ddcd266825b5068816fda1ed1

Observation 4e0b9b4f-9147-43f7-a136-cc21efa7c1ab · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 40

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no resolver link, observed 2026-08-01T09:10:46.345653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.345653Z digest=sha256:b9a3bac33e65f632b551986072d4ab60d9a51fef792c31e523b8b3b1190cbd46

Observation ac13c03a-bc52-43dc-a867-e9dbf7fb2ab0 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 41

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unresolved
no resolver link, observed 2026-08-01T09:10:46.353161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.353161Z digest=sha256:8a04c759c253bf7cc65dc65ba86a1993bde9f67f9b8a6ed886c1fca13992d4b4

Observation 4bfeea21-141a-4e05-aa42-b3b8090d7d13 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.358283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.358283Z digest=sha256:424ceabd48599c53c695e0e43d4350b602cabb93402e1aa596c0f86eb8c193d1

Observation eb0e5bc6-8813-447b-bea3-6045d2d08530 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.364847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.364847Z digest=sha256:24feface9aef07ad8abfd2795e9287bb4a67549a05b57711230d41365259c356

Observation 9281c23f-63f5-47f8-9dbe-b5ffb834d934 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.338767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.338767Z digest=sha256:4546914fe4d5f4f6c4d579dba0956adb0875ff0b77b282b2da7929141733c5fb

Observation 3ce01102-cd5c-4ee6-bcd3-0c5a2c5478ed · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.375145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.375145Z digest=sha256:469198f56a7cc3e95588d3fdf8f7162d495f4f207d3d8b7af57c990a0ddc3efb

Observation 7630b5e9-bb6f-428e-9fb3-e7f933045345 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.380140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.380140Z digest=sha256:9a36c255a68354f31a74a255a399e185a71dc67cb30905fae44b47b11a5df42c

Observation 5d1303ce-87cf-4002-9213-4c6bdd32532c · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.385408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.385408Z digest=sha256:20808a3654710f668a182533ff3c47525ad8c2af32816d2cf60f6ae5cc2c88e5

Observation 279f7cb2-077f-4bcb-ab3b-54214b2a5c79 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.389878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.389878Z digest=sha256:70fec686181df1f02f20f1fff405bba486a891d0eefb400b0d707f4cd8718b0a

Observation 83de3901-d2b1-4cec-8b5f-e43361976fe7 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.370248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.370248Z digest=sha256:eebce16e6c3e26fc71c3c8209afca45546d5472d41a8cb1e856204d9cf4987e8

Observation 7d677e77-d7da-4ca0-bc80-8b37f7630460 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.398886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.398886Z digest=sha256:a95e7888f21c491ca84e5d737885557861a70423dcc75f5c6211716af0ca6b6c

Observation 4370e6db-42e4-4191-9be5-95547512ca5d · outbound

This paper cites Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.408433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.408433Z digest=sha256:296ab441f151207151fad51340adf070533f62081641ef33f68f2b21941d5585

Observation 0ae38e67-70ec-4854-abc5-c941908bc8e8 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.412949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.412949Z digest=sha256:5f05ed2f77543c2f82614bfd9c60e3ec6a64bbd85c2e7bc4fa7f734ce5f704f1

Observation df0e0564-c598-42a6-bdbc-8148c4feb444 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.394147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.394147Z digest=sha256:407220d241144e4aeb5fb21138849d9ebf4616a3125e842b2455a68ed57d54e5

Observation d79a2f30-6b5e-45c0-81cd-73803293e65d · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.403611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.403611Z digest=sha256:b0e6d6c481a12fae8922184ece196a21a0d0e487081707fc97e896c73ff6c845

Observation a6ebb4e6-1f96-467d-a450-96683d164d68 · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.418254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.418254Z digest=sha256:df37403d721d9fdef7b86cace936dc3be31f0631e61cbfd5f2ae5b7673c3db98

Observation 6a036c04-1ef6-43b6-b413-dcbc39946c8e · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.189199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.189199Z digest=sha256:eb2da9fc6cb35eea536ba05a22726598aa3322175f4076c20cc9d76007468437

Observation 86e5b5b2-8ae8-4168-9324-6117d07ca5ab · outbound

This paper cites InRecSys.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models InRecSys

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:45.639838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:45.639838Z digest=sha256:e33ae6ceae582bcda9f9a60f27bfbc0a3cc8274efe609f63c78ebc4404c1436c

Observation ece288b3-dd24-4acb-8283-a0517ce22e07 · outbound

This paper cites JAMIA open7, 4 (2024), ooae114.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models JAMIA open7, 4 (2024), ooae114

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.333000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.333000Z digest=sha256:4ae72bcdf6e42bb58b52c6b1eacf15e33091f983a7f57b460e9e142b5df33f41

Observation fbaf9106-0686-4fdc-b340-260caf94082c · outbound

This paper cites an unresolved cited work.

Improving Rare Medication Recommendation with Counterfactual Data Augmentation and Large Language Models Unresolved cited work

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T09:10:46.268621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:10:46.268621Z digest=sha256:735ee3341097c00a40ac7948b84c072d000c4721601788a1382411f326b6d320

Pith citing papers

No inbound Pith citation observations are available.