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Paper Citation Record · LEDGER

Directional AI Advice: Experimental Evidence from Healthcare

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.08706.

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

pith.paper-citation-record.v1
2607.08706 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T02:50:35.148614Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

24 of 24 outbound references displayed

  • verified exact3
  • verified fuzzy17
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a7c216c-4d69-42eb-a8a1-10a3487f2c65 · outbound

This paper cites When Should You Adjust Standard Errors for Clustering?,.

Directional AI Advice: Experimental Evidence from Healthcare When Should You Adjust Standard Errors for Clustering?,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.905324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:d6cf81d291d43e46bc5b0a8264305503918bd623fea5e25b641496e709d853c4

Observation 92824365-d20b-430f-9967-bf4213070ea9 · outbound

This paper cites The Value of Rating Systems in Credence Goods Markets,.

Directional AI Advice: Experimental Evidence from Healthcare The Value of Rating Systems in Credence Goods Markets,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.909069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:651d0b2363e0025e0c4a1d3d6ec0bd6fb62fb3b6ace9919e31b5852a2504d100

Observation 56cea241-a7c2-412d-85a2-46de3b465a18 · outbound

This paper cites Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum,.

Directional AI Advice: Experimental Evidence from Healthcare Comparing Physician and Artificial Intelligence Chatbot Responses to Patient Questions Posted to a Public Social Media Forum,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.903446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:19b44472a5375f305f8059e3693918a0f79f13d22a45aa70973e4fb9fc7b487d

Observation 3cdbff94-50cd-43f1-a766-c73c11a53f12 · outbound

This paper cites What Drives Taxi Drivers? A Field Experiment on Fraud in a Market for Credence Goods,.

Directional AI Advice: Experimental Evidence from Healthcare What Drives Taxi Drivers? A Field Experiment on Fraud in a Market for Credence Goods,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.910833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:4ed4dcc2a55c15e5169df425d95b408affb81fff7eaf674c2437cd9dad8bd444

Observation dd5a6abe-fc53-46c2-b905-2ec1c88d53a1 · outbound

This paper cites Do Pharmacists Buy Bayer? Informed Shoppers and the Brand Premium,.

Directional AI Advice: Experimental Evidence from Healthcare Do Pharmacists Buy Bayer? Informed Shoppers and the Brand Premium,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.914817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:2200ca3efc04e363357788675df8517877d485d84b10e178a410bb67bda7c222

Observation 126de545-0f89-43de-8084-f8b1343df8da · outbound

This paper cites Physicians Treating Physicians: Relational and Informational Advantages in Treatment and Survival,.

Directional AI Advice: Experimental Evidence from Healthcare Physicians Treating Physicians: Relational and Informational Advantages in Treatment and Survival,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.935783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:84b6db89d4c6fe0f8824659cdacc2ac79cd64135a58fd042f30cac5740b76650

Observation a39b8e0c-5e30-4a96-8186-43c37814eb17 · outbound

This paper cites DoctorDecision-MakingandPatientOutcomes,.

Directional AI Advice: Experimental Evidence from Healthcare DoctorDecision-MakingandPatientOutcomes,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.918432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:b69ec5c27685fc9cfe1834ca7b91a2ded5fb2f4c4e7f3dfc3362e08b389eb8a1

Observation 9d771612-dd0e-4a7a-9357-de68bfe82a91 · outbound

This paper cites Is More Information Better? The Effects of “Report Cards.

Directional AI Advice: Experimental Evidence from Healthcare Is More Information Better? The Effects of “Report Cards

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.933908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:f707bd4957e459efd7677389247158ceb5b7486fc35718db63ba467a7f475bac

Observation bc83725c-1a76-4c7d-b9eb-faed319bb22a · outbound

This paper cites Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?,.

Directional AI Advice: Experimental Evidence from Healthcare Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?,

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-10T02:56:43.509120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:42baedde753e581cdf1aba34b0692c2617e069a5d217532442ad338b5372d7f5

Observation 9de8bb0a-af3a-4a62-b804-da10ebc75d22 · outbound

This paper cites Health Services as Credence Goods: A Field Experiment,.

Directional AI Advice: Experimental Evidence from Healthcare Health Services as Credence Goods: A Field Experiment,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.916750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:71cd639d58f142a73a44472d502e8a5f53e89c33891b2d9748e84afcb862252d

Observation 72147798-9045-4882-a819-09aa0d9b6aa0 · outbound

This paper cites Attribution and Persuasion: The Paradox of Interpretable AI.

Directional AI Advice: Experimental Evidence from Healthcare Attribution and Persuasion: The Paradox of Interpretable AI

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T02:56:43.503281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:e4ee33e8e307f7d37dba6f1a4b0dc93fb2e6a6f7a04fa87f01a8d5d28a8e1219

Observation 39f8d0cb-2657-47bf-bc22-8265ab37b970 · outbound

This paper cites Overprescribing in China, Driven by Financial Incentives, Results in Very High Use of Antibiotics, Injections, and Corticosteroids,.

Directional AI Advice: Experimental Evidence from Healthcare Overprescribing in China, Driven by Financial Incentives, Results in Very High Use of Antibiotics, Injections, and Corticosteroids,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.912836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:0359c03e0d29b3b90de7fb7f1a400d1d29af730e5364bd95dac0876015c7eb07

Observation d0091d91-a286-48b3-86a0-ec7ef355dde1 · outbound

This paper cites People readily follow personal advice from AI but it does not improve their well-being.

Directional AI Advice: Experimental Evidence from Healthcare People readily follow personal advice from AI but it does not improve their well-being

Reference 13

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T02:56:43.506253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:17a65ffd2557121ee137dd8bb52c22f2b75c25e43156d1e45c4cdfb1d80cbfc8

Observation c68c9c8f-3e1c-43d7-81be-f0d95955a122 · outbound

This paper cites Physician Agency,.

Directional AI Advice: Experimental Evidence from Healthcare Physician Agency,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.932042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:fb573b91a6a9869e45c3ff873a706038470510d82770a02ea88296baa4925b17

Observation 92474f72-ae23-42fa-bd86-b09158e7e322 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

Directional AI Advice: Experimental Evidence from Healthcare The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-10T02:56:43.514271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:db038df84ecc498721afa85e2de303c9ab6b906ba56a09dea776b52b925526ba

Observation f168cf6b-b902-4335-b78a-6ddfdc69e787 · outbound

This paper cites What Drives Fraud in a Credence Goods Market?–Evidence from a Field Study,.

Directional AI Advice: Experimental Evidence from Healthcare What Drives Fraud in a Credence Goods Market?–Evidence from a Field Study,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.937497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:da8a9b5ee2a4cfa692e04fbc19a720dacdbd2aa940eeae7f11159da185219332

Observation 1f39a7aa-b7c6-42b5-b3c3-8cacda2d42ca · outbound

This paper cites Disclaimers and Referral Patterns for Medical Advice across Urgency Levels: Large Language Model Evaluation Study,.

Directional AI Advice: Experimental Evidence from Healthcare Disclaimers and Referral Patterns for Medical Advice across Urgency Levels: Large Language Model Evaluation Study,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.924748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:b0e19187b3df66e9b824e19d2a987001190a46fcc57b752b2409f972cf6b4e99

Observation 30f13eee-fb8a-4f24-949d-7cc7d7433ec5 · outbound

This paper cites A Longitudinal Analysis of Declining Medical Safety Messaging in Generative AI Models,.

Directional AI Advice: Experimental Evidence from Healthcare A Longitudinal Analysis of Declining Medical Safety Messaging in Generative AI Models,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.926629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:b92b1eb0b8940a4bc7e501b2179d4fa4801973635407ccc483d51bef24016e65

Observation 790d99d5-48e2-4e46-9474-f87e4dac3676 · outbound

This paper cites Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment.

Directional AI Advice: Experimental Evidence from Healthcare Comparing Traditional and LLM-based Search for Consumer Choice: A Randomized Experiment

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-07-10T02:56:43.511791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:55453b42416889d4da9d8b2f676762cb529f7e10c56b3e30644888e47eee119b

Observation 4eb7095e-44f2-481b-a131-ced3ec01fd81 · outbound

This paper cites Decision Aids for People Facing Health Treatment or Screening Decisions,.

Directional AI Advice: Experimental Evidence from Healthcare Decision Aids for People Facing Health Treatment or Screening Decisions,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.920246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:fede01165ac19e4b7ff70475541da27edc88a4ddc121cf66a5f5864d1aaa15a3

Observation 2403149c-dd31-4495-9efa-d74ffd623f49 · outbound

This paper cites Because a patient may appear in more than one experimental-period visit with differing assignments, we group each patient by their first such visit.

Directional AI Advice: Experimental Evidence from Healthcare Because a patient may appear in more than one experimental-period visit with differing assignments, we group each patient by their first such visit

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.907233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:ec13ddb826b39976ece19c8ee38660f6ce9eb0677b777b12314cd05f8787d3d9

Observation 5ac84627-1e33-43f6-bc10-d5bbe590b34d · outbound

This paper cites All regressions control for patient characteristics (age, gender, occupation, and an indicator for first visit) and include physician fixed effects.

Directional AI Advice: Experimental Evidence from Healthcare All regressions control for patient characteristics (age, gender, occupation, and an indicator for first visit) and include physician fixed effects

Reference 22

Resolution
malformed identifier
raw_fallback, observed 2026-07-10T02:56:43.922322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:c676dd43b54fb573bf4b0b19dca1119d8e2e1a0b0eaa7c8a09ce70e45811c763

Observation ad46f223-75f5-467c-ae2c-22c5499db46b · outbound

This paper cites an unresolved cited work.

Directional AI Advice: Experimental Evidence from Healthcare Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-07-10T02:56:43.928529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:c9fe45b7810020cb632f5274b779c00d6d46bb939971ab0cc495e7add8439728

Observation d265a9c8-de99-4e8d-b282-3b90070c7794 · outbound

This paper cites very satisfied.

Directional AI Advice: Experimental Evidence from Healthcare very satisfied

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T02:56:43.930320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T02:50:35.148614Z digest=sha256:44c8a691032def974b81db833d6846ce53ca0725f877900e06a92001937c0adf

Pith citing papers

No inbound Pith citation observations are available.