Paper Citation Record · LEDGER

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect

As of 21 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.02130.

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

pith.paper-citation-record.v1
2507.02130 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:42:55.830780Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy22
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8394daeb-0b7c-454a-81ed-6135686309b3 · outbound

This paper cites Bhatt and C.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Bhatt and C

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:43:00.184468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8f2c403-8ff2-49cb-a9be-8b1a261bfb76 · outbound

This paper cites Jack Lee and Caleb T.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Jack Lee and Caleb T

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:59.996572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d39f1f77-27ae-4274-85f6-ec6989354070 · outbound

This paper cites Why are not there more bayesian clinical trials? perceived barriers and educational preferences among medical researchers involved in drug development.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Why are not there more bayesian clinical trials? perceived barriers and educational preferences among medical researchers involved in drug development

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:59.875568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0bc9b3ac-c1b1-44a4-9fa0-fa536b069456 · outbound

This paper cites Gpt-4o: Omni-capable ai model, 2024.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Gpt-4o: Omni-capable ai model, 2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:59.741637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e65e65e8-f325-41d6-8bdf-3a997ed6b9df · outbound

This paper cites an unresolved cited work.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:59.616510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1da59fb8-ca84-4fcd-a8d0-4fc8b8b6f14a · outbound

This paper cites Barker et al.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Barker et al

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:59.453340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 95fef32e-9b38-4e57-b021-3861fe2d3112 · outbound

This paper cites James et al.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect James et al

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:59.331622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 773e7d32-5095-4374-8b3c-791e854ac3e7 · outbound

This paper cites Angus et al.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Angus et al

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:59.171389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 813b608c-dc24-4a0d-b74b-182dac809de8 · outbound

This paper cites Lunn et al.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Lunn et al

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:59.044334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6425be5f-f0b4-4ccf-9d7d-dfa5df148b7d · outbound

This paper cites an unresolved cited work.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:58.898067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7be2a6f9-e5ac-4272-9231-e2b66220190d · outbound

This paper cites Carpenter et al.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Carpenter et al

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:58.755135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e14e4583-3e25-4509-9bba-1b043efa19cc · outbound

This paper cites East bayes: A web-based environment for clinical trial design, 2021.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect East bayes: A web-based environment for clinical trial design, 2021

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:58.626580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b82ca2e0-4c27-46d8-86c8-46146be51de0 · outbound

This paper cites Facts: Fixed and adaptive clinical trial simulator.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Facts: Fixed and adaptive clinical trial simulator

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:58.479412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 606551a7-3bbe-464a-9229-6d0c1b44f05a · outbound

This paper cites Food and Drug Administration.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Food and Drug Administration

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:58.303669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 56af3e01-4aa8-4178-9837-2d47d6e17d84 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via re- inforcement learning, 2025.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Deepseek-r1: Incentivizing reasoning capability in llms via re- inforcement learning, 2025

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:58.162524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 31fc3da6-6964-4f6f-b8ec-e98001a54131 · outbound

This paper cites an unresolved cited work.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:58.025153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 507ee150-9804-4074-b124-9edfc04a0dfa · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:57.887713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7834466d-5eab-49b6-a60d-aa3289954bb5 · outbound

This paper cites Language models are few-shot learners.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Language models are few-shot learners

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:57.694597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e50b883d-2d62-4d12-9b3f-614099ae5b78 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Chain-of-thought prompting elicits reasoning in large language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:57.485269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 23b01424-1cfe-49c8-bbd9-74f44d5d3c7c · outbound

This paper cites Introducing openai o1-preview, 2024.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Introducing openai o1-preview, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:57.297518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c85a74e1-9625-47f0-92f5-4e4676386c94 · outbound

This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:57.136044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4973fe17-3e77-4718-b797-ff733544a9dc · outbound

This paper cites CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:42:55.226122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8227d5c8-3190-444b-8c54-637214dbb678 · outbound

This paper cites Aime 2024 dataset.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Aime 2024 dataset

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:56.913229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2c3a772b-e279-45e9-87e1-49c5ace6fe99 · outbound

This paper cites Chatgpt: Optimizing language models for dialogue, 2022.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Chatgpt: Optimizing language models for dialogue, 2022

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:56.757319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b650387-88b2-4086-8df9-8724e9628bd1 · outbound

This paper cites Sørbye, Janine B.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Sørbye, Janine B

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:56.572285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 42606255-e10b-4a04-8102-e151174e06c1 · outbound

This paper cites an unresolved cited work.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:42:56.354536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac5330f9-5526-4ecd-846c-df43c364b5fe · outbound

This paper cites clinical_trial_data.csv.

BACTA-GPT: An AI-Based Bayesian Adaptive Clinical Trial Architect clinical_trial_data.csv

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:42:56.100313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.