Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:28:07.018173Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2608.10339.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:28:07.018173Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7fd4f201-1f90-4596-9cd6-8db4f0b7b952 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Large language models are few-shot clinical information extractors
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Using large language models to simulate multiple humans and replicate human subject studies
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Out of one, many: Using language models to simulate human samples
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Auerbach, Sunil Kripalani, Eduard E
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Discrete Event System Simulation
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Start with the end: Early hospital discharge planning as a day-one priority
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Language models are few-shot learners
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement The clinical effectiveness and cost-effectiveness of clinical nurse specialist-led hospital to home transitional care: a systematic review: CNS -led transitional care
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement What is lean healthcare
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement High agreement but low kappa: II
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Observation 7df532e9-d095-490a-86f3-12409685db1d · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Making sense of sensitivity: Extending omitted variable bias
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Observation 50aa9e67-a7b2-466c-8e0b-1f4b9411d863 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement The Gantt chart: A working tool of management
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Classen, Roger Resar, Frances Griffin, Frank Federico, Terri Frankel, Nancy Kimmel, John C
Reference 14
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement End-to-end causal effect estimation from unstructured natural language data
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Lean in healthcare: A comprehensive review
Reference 16
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Observation 7f2afd52-c0fd-46e5-b051-38c19e6dc904 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Graphical models for marked point processes based on local independence: Graphical models for marked point processes
Reference 17
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement High agreement but low kappa: I
Reference 18
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Causal cartographer: From mapping to reasoning over counterfactual worlds
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Comparing hospital length of stay risk-adjustment models in US value-based physician payments
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Queueing analysis in healthcare
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Griffin and Roger K
Reference 22
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Confounder selection via iterative graph expansion
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Observation ddd1786d-4529-4235-9343-6a7eea713785 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Computing inter-rater reliability and its variance in the presence of high agreement
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement TabLLM : Few-shot classification of tabular data with large language models
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Borthne, and P l Gulbrandsen
Reference 27
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Accuracy of a generative artificial intelligence model in a complex diagnostic challenge
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Observation 0a1fbc42-51a3-4951-b2af-a95ba5ac3eef · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Sequential change-point detection in high-dimensional gaussian graphical models
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement When the domain expert has no time and the LLM developer has no clinical expertise: Real-world lessons from LLM co-design in a safety-net hospital
Reference 30
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Causal reasoning and large language models: Opening a new frontier for causality
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Observation 08d6e873-a316-4ab1-87aa-f5058b2c0220 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Machine-learning-based hospital discharge predictions can support multidisciplinary rounds and decrease hospital length-of-stay
Reference 32
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement National inpatient hospital costs: the most expensive conditions by payer, 2022
Reference 33
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Discovery of the hidden world with large language models
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Large language models and causal inference in collaboration: A comprehensive survey
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Markov equivalence of marginalized local independence graphs
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Buck, Alireza Daneshkhah, J
Reference 37
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Causal diagrams for empirical research
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Observation eefe4fc3-736b-4c00-b97b-c57663f0fb9a · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Petersen, Kristin E
Reference 39
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement A guide to the project management body of knowledge (pmbok guide)
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Richardson and James M
Reference 41
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement A new approach to causal inference in mortality studies with a sustained exposure period---application to control of the healthy worker survivor effect
Reference 42
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Impact and experiences of delayed discharge: A mixed-studies systematic review
Reference 43
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Learning to See: Value Stream Mapping to Add Value and Eliminate Muda
Reference 44
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Graphical criteria for the identification of marginal causal effects in continuous-time survival and event-history analyses
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Randomization analysis of experimental data: The fisher randomization test comment
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Fundamentals of queueing theory
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement a rli, Aakanksha Chowdhery, Philip Mansfield, Dina Demner-Fushman, Blaise Ag \
Reference 48
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Predictors of all-cause thirty-day readmissions in patients with heart failure at an urban safety net hospital: The importance of social determinants of health
Reference 49
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Bridging the gulf of envisioning: Cognitive challenges in prompt based interactions with LLMs
Reference 50
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Task Ambiguity in Humans and Language Models
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Hospital discharge delays 'cost NHS £100m'
Reference 52
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Observation 5c924802-a631-44e2-bd78-b93eca8e8912 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Principles of confounder selection
Reference 53
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Applying value stream mapping to improve the delivery of patient care in the oncology day hospital
Reference 54
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement From fuzzy to formal: Scaling hospital quality improvement with AI
Reference 55
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Observation 8315bc2a-1aa4-4d34-b3c2-c24e51934037 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Time after time: Deep- Q effect estimation for interventions on when and what to do
Reference 56
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Effectiveness of discharge planning and transitional care interventions in reducing hospital readmissions for the elderly
Reference 57
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Invited commentary: positivity in practice
Reference 58
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Observation e917284f-dab9-44d4-b043-d2233b7e7cc8 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Gantt charts: A centenary appreciation
Reference 59
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Observation 7988eedd-8322-4b7d-bb87-8fcd0abbb4f6 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement APLUS : A python library for usefulness simulations of machine learning models in healthcare
Reference 60
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Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement The method of path coefficients
Reference 61
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Observation 5efbe366-5ec3-45cc-9d73-2817402d6fd3 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Riccelli, Steven McGaughey, Jack Marshall, Kenneth DeVane, Skyler Kieran, and Beech Burns
Reference 62
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Observation 110b43b6-5829-4fd5-a8d9-5155482f2183 · outbound
Expert-Guided g-computation with Large Language Models for Estimating Causal Effects on Timings: Applications to Hospital Quality Improvement Gensheimer, Daniel L
Reference 63
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No inbound Pith citation observations are available.