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Paper Citation Record · LEDGER

Improving Access to Essential Medicines via Decision-Aware Machine Learning

As of 17 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 0 inbound Pith citation observations for arXiv:2607.20542.

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

pith.paper-citation-record.v1
2607.20542 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:31:23.623691Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

90 of 90 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved87
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eda719a1-eaf3-4ad1-8169-a14cf42c1147 · outbound

This paper cites Yadav,Health systems & reform1, 142 (2015).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Yadav,Health systems & reform1, 142 (2015)

Reference 1

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Observation 65bd495c-f8e7-41c5-9c4f-25a8784e76d3 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-02T07:31:15.945009Z digest=sha256:da1f9c281858f820ecda94c2b8e8cc30d33feadc00f7d56954616e0bff0dd684

Observation d8dc4165-786f-44be-80d3-4b5aa3942d4d · outbound

This paper cites Gallien, N.-H.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Gallien, N.-H

Reference 3

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source=pdf_text observed=2026-08-02T07:31:16.165156Z digest=sha256:0c559e9f3a419680bbe31215f6bad664bd3b10e2d7ea73163898b059bbedc1d0

Observation 8fa76da2-4758-4bca-a970-9403858fdf48 · outbound

This paper cites Merkuryeva, A.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Merkuryeva, A

Reference 4

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source=pdf_text observed=2026-08-02T07:31:16.357844Z digest=sha256:5a086d8d7f4deae92f7154908df5ddbd30b9353275ba7c28347900cd9a187ba9

Observation 2a9430a6-ff8b-466b-8f10-9a3ffb2e4b06 · outbound

This paper cites Yenet, G.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Yenet, G

Reference 5

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source=pdf_text observed=2026-08-02T07:31:16.462725Z digest=sha256:d698b29f0ec9f5322a8cd9f1147b8c3eaba90abd3435e89225ab62656a9df0ec

Observation 425e3ac9-995e-4a7c-89e8-113370cdc278 · outbound

This paper cites De Fauw,et al.,Nature medicine24, 1342 (2018).

Improving Access to Essential Medicines via Decision-Aware Machine Learning De Fauw,et al.,Nature medicine24, 1342 (2018)

Reference 6

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Observation a0fdd83c-6fba-4acb-b3b7-b03f3d713a95 · outbound

This paper cites Esteva,et al.,Nature medicine25, 24 (2019).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Esteva,et al.,Nature medicine25, 24 (2019)

Reference 7

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Observation 447a6ea8-cbd4-422c-aa97-e56215691891 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-02T07:31:16.946358Z digest=sha256:c69ca3ce9bcbec8ec34dbf6a083d1390b68f18a74e9f19db5aa85bf5b9d5af4b

Observation 32a4f68e-4648-4ff4-b609-8b77cf90a073 · outbound

This paper cites Bastani,et al.,Nature599, 108 (2021).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Bastani,et al.,Nature599, 108 (2021)

Reference 9

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Observation 76214828-ba24-4622-9c4c-0bca173ed6e9 · outbound

This paper cites Yang,et al.,NPJ digital medicine5, 194 (2022).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Yang,et al.,NPJ digital medicine5, 194 (2022)

Reference 10

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Observation f279129e-0b20-4790-b838-cd8563d725f5 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 11

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Observation e7e0ed83-ce77-49ee-886b-e2646fd261fa · outbound

This paper cites rep., World Health Organization (2018).

Improving Access to Essential Medicines via Decision-Aware Machine Learning rep., World Health Organization (2018)

Reference 12

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Observation e699db74-bd13-4d63-9eb0-d93b121e0b4a · outbound

This paper cites Droti, K.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Droti, K

Reference 13

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Observation d25fb967-82e9-4fcd-a8ac-587b49c9c27d · outbound

This paper cites Tetteh,Research in Social and Administrative Pharmacy5, 286 (2009).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Tetteh,Research in Social and Administrative Pharmacy5, 286 (2009)

Reference 14

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Observation 428c2d0d-ded1-4587-9252-cd20ea9fa214 · outbound

This paper cites Terwiesch, G.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Terwiesch, G

Reference 15

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Observation 66421700-f304-4e55-977e-9c3b2eb0b9d0 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-02T07:31:17.860734Z digest=sha256:4632795514c31cbcbcc4791a45801d894a5ef37de39d995fc512b90b80760b8e

Observation 1f4822d0-dba0-4556-b903-aaba732d822b · outbound

This paper cites Johnson, K.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Johnson, K

Reference 17

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Observation 9e7805b7-4909-44c0-a622-2c5cd131d7cb · outbound

This paper cites Mwashiuya, A.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Mwashiuya, A

Reference 18

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Observation 084bcfe4-fc34-48a5-9c2f-8e7fe22f7da0 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 19

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Observation 4c2a81ce-81fe-4150-8d2b-ad391988d5d9 · outbound

This paper cites Donnelly,The Lancet377, 1393 (2011).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Donnelly,The Lancet377, 1393 (2011)

Reference 20

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Observation 083751a7-8e0a-4884-a201-a39f39f6f42f · outbound

This paper cites Linnander,et al.,PloS one12, e0186832 (2017).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Linnander,et al.,PloS one12, e0186832 (2017)

Reference 21

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Observation e2391935-a873-4b83-8682-3849cfceb869 · outbound

This paper cites Linnander, K.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Linnander, K

Reference 22

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Observation d5223862-cd8e-4e26-ac49-567125a67506 · outbound

This paper cites rep., Project Last Mile (2023).

Improving Access to Essential Medicines via Decision-Aware Machine Learning rep., Project Last Mile (2023)

Reference 23

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Observation 2f8fece0-5969-4c40-8e66-5aba5f8c00f2 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 24

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Observation c236e8f7-c97d-46cb-bf7e-8b825a2ab2b8 · outbound

This paper cites Mbonyinshuti, J.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Mbonyinshuti, J

Reference 25

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Observation ba0447b2-40ed-41ad-a7f8-e8e4b589af33 · outbound

This paper cites Bastani, O.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Bastani, O

Reference 26

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Observation e3dd9073-c575-4318-bfb1-156911ca17a5 · outbound

This paper cites Bertsimas, A.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Bertsimas, A

Reference 27

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Observation 569bba32-9015-476b-8f01-283d8b0d0f69 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 28

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Observation a31d1c06-b7c4-4778-9efe-ddee1335b1da · outbound

This paper cites Aviv,Management science47, 1326 (2001).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Aviv,Management science47, 1326 (2001)

Reference 29

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Observation 3361776e-0392-4da7-a67f-5a675eba47f8 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 30

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Observation bcf1947b-1efa-4909-968d-20c1c645c9fb · outbound

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Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 31

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Observation edd83b63-f57a-4373-8e58-16d5c7bec2d9 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 32

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Observation bbd7aa08-f8be-4401-9386-6e3f7d269698 · outbound

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Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 33

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Observation 171eceb2-19ab-4f7c-b4d1-ff3b62d73c18 · outbound

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Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 34

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Observation fbf8882a-0236-43fd-ac6a-a358f049b48f · outbound

This paper cites Caruana,Machine learning28, 41 (1997).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Caruana,Machine learning28, 41 (1997)

Reference 35

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Observation 18fdb5dd-4f74-48cc-a64a-24315c79f932 · outbound

This paper cites Donti, B.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Donti, B

Reference 36

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Observation de90fa40-d057-4270-a07f-76376ab02bdb · outbound

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Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 37

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Observation 7eb37be8-90f5-478e-abaf-b18307944131 · outbound

This paper cites Bertsimas, N.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Bertsimas, N

Reference 38

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Observation c6c2b4f0-4749-4a31-ab91-ed62165d74fb · outbound

This paper cites Wilder, B.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Wilder, B

Reference 39

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Observation 0b9cf883-be6c-4644-8501-99646283e56b · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 40

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Observation 51110ebb-d2f3-4f1d-be7b-2f294787d75b · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 41

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Observation 56d192fd-d30c-4f66-8e0a-fa09485a61b1 · outbound

This paper cites Huang, N.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Huang, N

Reference 42

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source=pdf_text observed=2026-08-02T07:31:19.892834Z digest=sha256:b9381d6f48bcfe120a8b82fd471eb83cc9758fbbf0c03cc4f5e52cd0be1efd6d

Observation ae144df2-0e58-41b3-b04e-3f78ce6104c6 · outbound

This paper cites Arkhangelsky, S.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Arkhangelsky, S

Reference 43

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source=pdf_text observed=2026-08-02T07:31:19.943127Z digest=sha256:847a45c30de64769798cf5ba81d73091cada6f21dee7cb3471a77f2bba43eeca

Observation 62b4ca39-a6db-4b98-afe6-89067c9c6c09 · outbound

This paper cites worldbank.org/indicator/SP.DYN.CBRT.IN?locations=SL (2025).

Improving Access to Essential Medicines via Decision-Aware Machine Learning worldbank.org/indicator/SP.DYN.CBRT.IN?locations=SL (2025)

Reference 44

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source=pdf_text observed=2026-08-02T07:31:20.000673Z digest=sha256:191bfe0616033b8d6792b24332bf187a76ec2a073a2af8e8daa8658b14f21f46

Observation f2d8bd39-effd-4af9-82dd-fdb0370407d4 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-02T07:31:20.060058Z digest=sha256:41d6753e33579990309fc6cf8ae2b73261f9ba739b86a3b6967547e08ad17524

Observation a47ea261-0ffd-4edd-86e7-cf55d1461474 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-02T07:31:20.117428Z digest=sha256:5e0d1cd0c9b307f3bfd54eb1a7132e8f29dfe380739ad7d1524c7611e4811e90

Observation 31859aff-22bc-4c57-b6d4-ce2b041a5c6e · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-02T07:31:20.184090Z digest=sha256:46875820f9a2da89bf3b0206080c99a149cd766950e8edf3999dd7f8a5408697

Observation b50c3676-a6e9-49ad-840e-9e6d628b38e8 · outbound

This paper cites Shafiq,et al.,BMJ open14, e076256 (2024).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Shafiq,et al.,BMJ open14, e076256 (2024)

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source=pdf_text observed=2026-08-02T07:31:20.276638Z digest=sha256:ca479570ce2d79e9536cf4b0524d54c91041519ee4b5a1f5eec1cade43428a1b

Observation 33382761-96e8-47ea-ae0c-38277e7061bf · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-02T07:31:20.339016Z digest=sha256:d9cfeb16e21358aef09c9c8419c38fcbb066b2d14fa7305314fa4232798682bd

Observation f678dbfc-746d-4095-9d01-0e8d41a37d70 · outbound

This paper cites Gilbert,Management Science51, 305 (2005).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Gilbert,Management Science51, 305 (2005)

Reference 50

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source=pdf_text observed=2026-08-02T07:31:20.386078Z digest=sha256:adafb220d7ee0ecdbf6f3538e7d4215de5e4c8eea7f8bad41ab084f622e4ce71

Observation ee079ead-5f73-4e62-bd79-f62e9aae6afa · outbound

This paper cites Bastani,Management Science67, 2964 (2021).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Bastani,Management Science67, 2964 (2021)

Reference 51

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source=pdf_text observed=2026-08-02T07:31:20.472726Z digest=sha256:e8b84b8a50a1ef28bed46871e7f9014d36568cbcc18a4b79226a69d8f6326506

Observation 4aa6083c-8f76-4c51-b457-297a35ff39cd · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-02T07:31:20.639120Z digest=sha256:0d0a1ef2ee80add3db32e1e4b6a16690aba808053b484133008c16773175ab37

Observation 19eeb969-87dc-4e50-8b1f-fa8db520a6d8 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-02T07:31:20.723202Z digest=sha256:18190198e87ca092c3865f01602deb5dae911317ffe75f96afb3b18b6486e36c

Observation 575d99cb-1012-48a6-a590-e38ac93e920f · outbound

This paper cites Kallus, X.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Kallus, X

Reference 54

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source=pdf_text observed=2026-08-02T07:31:20.839625Z digest=sha256:fbb7a59f5278c1a6858df96523c1657eb9a2f0958d4e40e656fb9ee491ae6fb4

Observation 1dad4516-e50a-4f68-8d21-0123e87bce91 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-02T07:31:20.943275Z digest=sha256:692de3f22a57c828f98bd15e3ab413572acced91673250c9eb1cf7b96745175b

Observation 355a2550-19c0-4dd0-97d8-51b63d666df2 · outbound

This paper cites Abadie, A.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Abadie, A

Reference 56

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source=pdf_text observed=2026-08-02T07:31:21.043164Z digest=sha256:5d695070463d786f2dbe941fdc897d41eef4527bb65373c53642b158e5cf9d95

Observation aab8b5e2-a010-40f4-86f7-a71f91e4110e · outbound

This paper cites Clarke, D.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Clarke, D

Reference 57

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source=pdf_text observed=2026-08-02T07:31:21.207315Z digest=sha256:cf7b72362af1ca73671166eeeff33bf4710f5387470c63304b236a2156e40746

Observation 3b5dae56-6c93-4c64-bf6a-3b7411761037 · outbound

This paper cites Candes, B.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Candes, B

Reference 58

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source=pdf_text observed=2026-08-02T07:31:21.271552Z digest=sha256:c93cfe8fb7aee14e8a0935f05cd0516f09c57e73663e29a41600a42efa46397e

Observation 1139bad6-d5c0-4863-8e87-fe50fde544cb · outbound

This paper cites Https://www.msupply.org.nz.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Https://www.msupply.org.nz

Reference 59

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source=pdf_text observed=2026-08-02T07:31:21.335854Z digest=sha256:07c05e3e2474b26791df2a9400401bf1892ae79ac81f7cf18030f049ebc522af

Observation a25190e2-4ee8-466b-9a44-f9aa090e9a7f · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-02T07:31:21.365379Z digest=sha256:79b30fbe7af4b5f05cd15689fd79b5e66dec1c62834849809ae478be0b4214f5

Observation 696af47b-d131-4e25-9033-8de883cfbdc6 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-02T07:31:21.425703Z digest=sha256:4d2cdeb67e85b4feaaa95b606f8b0ccb11130870a1001c001a1f7d294ad087bf

Observation 92977757-ceaa-4a08-8799-d519348de120 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-02T07:31:21.508931Z digest=sha256:8266c8ebc173131ecd9e896c6f3efc13c608dce031f626c0b1a84c3cee79e106

Observation 25fe6d41-cd4c-4925-b8e2-46212bece7f7 · outbound

This paper cites Weiss,et al.,Nature medicine26, 1835 (2020).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Weiss,et al.,Nature medicine26, 1835 (2020)

Reference 63

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source=pdf_text observed=2026-08-02T07:31:21.571200Z digest=sha256:832f6f6c529869dd4baf97c6cf2d6f3677df3f8b45c438affae05eb44793ae17

Observation f817875a-2ca6-4a16-ba5b-440da79f7a14 · outbound

This paper cites Didan, MOD13Q1 MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V006 [Data set],https://doi.org/10.5067/MODIS/MOD13Q1.006(2015).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Didan, MOD13Q1 MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V006 [Data set],https://doi.org/10.5067/MODIS/MOD13Q1.006(2015)

Reference 64

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source=pdf_text observed=2026-08-02T07:31:21.607707Z digest=sha256:475d7b3f45e13bea347ace58f3172655ce376bb155041d721f3c0e376bccd86c

Observation a2862a13-6736-4f2e-8627-d7b875b45ced · outbound

This paper cites Besbes, A.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Besbes, A

Reference 65

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source=pdf_text observed=2026-08-02T07:31:21.663489Z digest=sha256:48e293b0a80ca1642352fe2af1e8784bd4ab59c9bd9464db4319387549f9f780

Observation 98731e5f-2df7-4aeb-8c60-abe2febe75c3 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-02T07:31:21.717274Z digest=sha256:cb295a07cc314b792884a37d958b49d05dd689623f5b37faf99a5ffacf0a73e6

Observation c66217c3-119f-4594-84ac-56c9c1460669 · outbound

This paper cites php/the-nmsa-act/(2017).

Improving Access to Essential Medicines via Decision-Aware Machine Learning php/the-nmsa-act/(2017)

Reference 67

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source=pdf_text observed=2026-08-02T07:31:21.762075Z digest=sha256:85449e755e676221f7678b756cca737e5ef3ec3e07c99e77a41d83a332108216

Observation 0cf50998-068d-49a2-99f0-1c4fd47e5384 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-02T07:31:21.851265Z digest=sha256:e050376fde918f5130260eac001f444a3dffeaa5af8d4b5554d3eeab517b84e4

Observation 685f6924-5f68-41e5-aaaf-fbf727d2089c · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-02T07:31:21.932840Z digest=sha256:1d4dbef14727dca5a5449b2ca9cbff2f900144bda926dd4955f311534f7b3992

Observation c1733d72-d1dd-489d-9adb-3239dc97e204 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-02T07:31:22.041478Z digest=sha256:34d6d5a9e46c10c2355f068e0fa8525a218fb1bf63f820dc6cb62e918975722a

Observation b457ecb0-5123-4b9a-aa6a-d5da370d56c5 · outbound

This paper cites End-to-End Constrained Optimization Learning: A Survey.

Improving Access to Essential Medicines via Decision-Aware Machine Learning End-to-End Constrained Optimization Learning: A Survey

Reference 71

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source=pdf_text observed=2026-08-02T07:31:22.093056Z digest=sha256:824d78555a6cd080373e250c82a567cdf1ac53963c5c7791eaaedd8cfb3bfa4e

Observation e15443d3-d68d-4ac1-ba36-0d0fa4dc685c · outbound

This paper cites Agrawal,et al.,Advances in neural information processing systems32(2019).

Improving Access to Essential Medicines via Decision-Aware Machine Learning Agrawal,et al.,Advances in neural information processing systems32(2019)

Reference 72

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source=pdf_text observed=2026-08-02T07:31:22.160119Z digest=sha256:953ffe30bf9a7704331c69dc7a805dbb834bb3a85ddbba943d5d1aed118f208c

Observation 9999a961-3843-42c1-89c5-9de72854478f · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-02T07:31:22.230033Z digest=sha256:bafdbd5d5e0b9d9b9c0c4df4c7b56ac73f941123c6ddec556376a270df0a762f

Observation e496644d-9aa2-490f-bb19-8aa9810e84c3 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-02T07:31:22.286491Z digest=sha256:40853bc7c22ce7e63f0c732eb09852b2b9515dec7009189d663b5b93e9014acf

Observation f460e0b5-f99d-498d-bc3c-d5ac77713020 · outbound

This paper cites rep., GHNDR and GEDDR Africa, World Bank (2018).

Improving Access to Essential Medicines via Decision-Aware Machine Learning rep., GHNDR and GEDDR Africa, World Bank (2018)

Reference 75

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source=pdf_text observed=2026-08-02T07:31:22.341400Z digest=sha256:30aec80e4d4353756c8a4af09a8aad93647d9082120f58f078bc4b7988b3bdc0

Observation 4eb7d6bd-6b2e-44d8-bc06-db00a87fc83a · outbound

This paper cites Last updated May 11, 2025.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Last updated May 11, 2025

Reference 76

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source=pdf_text observed=2026-08-02T07:31:22.419500Z digest=sha256:88430e746714e5ea25f4e54cadcddede8f2d824720a4cc37d676dd6c916ded77

Observation c42233a7-5831-40f4-9e2a-7d69654403d0 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-02T07:31:22.490701Z digest=sha256:dc2cf2ab5dbbe435415789a3709f0bf10df55bdd53c254b12aedb1fb3cf13cf6

Observation d68efd77-1152-44a0-a1c7-04a11629e855 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 78

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source=pdf_text observed=2026-08-02T07:31:22.570591Z digest=sha256:e7681f517f6977ae36787911f47fb56b086378bed9800374848e87a5f5044587

Observation 1de8c959-fbb7-43a0-9f9e-dbd862fdffb6 · outbound

This paper cites Angrist, G.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Angrist, G

Reference 79

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source=pdf_text observed=2026-08-02T07:31:22.661496Z digest=sha256:341993815daebcfc8fbe50bcacae4ef5ccd68afea104455927ed5b25a6d96f07

Observation 2ac3c92d-4a97-40b0-8ddd-dbc39aef2b7a · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 80

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source=pdf_text observed=2026-08-02T07:31:22.754126Z digest=sha256:460c62955c1ecca687c10c7b7153b279f4bf3e67d42256c55f2c58f371c531e7

Observation 163ce163-f6df-4a15-a3c1-4bace9b17b8a · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 81

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source=pdf_text observed=2026-08-02T07:31:22.809255Z digest=sha256:8effc84a45dc3b0eeff2fe09e9471f1d1334aa73131f375fa7716a2a844da16e

Observation 237beac8-b0b6-41c1-a039-433a3a416c6e · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 82

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Observation 73a5fba8-eed3-41f4-b6b7-fb02a78f25e5 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 83

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Observation f8a46681-5bda-4777-8041-a2ece810000a · outbound

This paper cites Alt. Control.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Alt. Control

Reference 84

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unresolved
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Source-reported events for the cited work

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Observation e7f9397f-7bba-4f3c-b03d-19bdbcbffef3 · outbound

This paper cites an unresolved cited work.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Unresolved cited work

Reference 85

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unresolved
no resolver link, observed 2026-08-02T07:31:23.145971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation efec3226-ee20-4ca4-bd0f-0c762af951dd · outbound

This paper cites NDVI serves as a proxy for vegetation density, which can indicate human activity.2.

Improving Access to Essential Medicines via Decision-Aware Machine Learning NDVI serves as a proxy for vegetation density, which can indicate human activity.2

Reference 86

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no resolver link, observed 2026-08-02T07:31:23.258560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 359158b0-4276-46e8-ab6e-237503bfeb9a · outbound

This paper cites friction surface.

Improving Access to Essential Medicines via Decision-Aware Machine Learning friction surface

Reference 87

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unresolved
no resolver link, observed 2026-08-02T07:31:23.365197Z

Source-reported events for the cited work

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Observation 0f99c101-a909-4de3-a198-9b971a2fb5f1 · outbound

This paper cites overshooting.

Improving Access to Essential Medicines via Decision-Aware Machine Learning overshooting

Reference 88

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malformed identifier
no resolver link, observed 2026-08-02T07:31:23.430990Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T07:31:23.430990Z digest=sha256:943c84a7ce220ab37a01c765fc6d88c1d424adce0dcf494b5d2b52a8e2f65576

Observation f1886ff3-79fb-45fb-b5db-c269dd4ad0c6 · outbound

This paper cites Missingness.

Improving Access to Essential Medicines via Decision-Aware Machine Learning Missingness

Reference 89

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unresolved
no resolver link, observed 2026-08-02T07:31:23.529738Z

Source-reported events for the cited work

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Observation 9485e5c8-963a-473d-8c2b-04e32221a76c · outbound

This paper cites No Missingness Imbalance.

Improving Access to Essential Medicines via Decision-Aware Machine Learning No Missingness Imbalance

Reference 90

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malformed identifier
no resolver link, observed 2026-08-02T07:31:23.623691Z

Source-reported events for the cited work

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Pith citing papers

No inbound Pith citation observations are available.