Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T11:08:53.061791Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.27214.
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 2026-08-02T11:08:53.061791Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9c30a1cd-3170-46a8-8592-cce4ca3458fc · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Consider- ations when selecting an antidepressant: a narrative review for primary care providers treating adults with depression,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 525ed72c-e766-404b-9127-171f8bd46ade · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings The epidemiology of major depressive disorder: results from the national comorbidity survey replication (ncs-r),
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc7d6cd5-d312-4f49-a913-7d08b873abf6 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Estimating causal effects of treatments in randomized and nonrandomized studies,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62fa8189-e9e4-474a-b166-9538119bfb3a · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Enhancing counterfactual ex- planations with feasibility and diversity,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 726d5326-c46e-42b2-95ee-9635eae620fa · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Explainable counterfactual rea- soning in depression medication selection at multi-levels (personalized and population),
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31051a97-e7f4-46e9-9da8-eb3201e2a3b4 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Confounding by indication,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c0d7077-22f6-4fb6-9afd-5a871073e56c · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Dealing with limited overlap in estimation of average treatment effects,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d44b121-7648-4f84-9efb-a71da311f04e · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Acute and longer-term outcomes in depressed outpatients requiring one or several treatment steps: a star* d report,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc18c5b7-89bd-4b5a-a699-27c58e6d1bb6 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Comparative efficacy and acceptability of 21 antidepressant drugs for the acute treatment of adults with major depressive disorder: a systematic review and network meta-analysis,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aac8678f-68fa-4feb-967d-4492e8a22af7 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Efficient estimation of average treatment effects using the estimated propensity score,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed4ba352-03d0-40cc-b8db-fb59463004a7 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Metalearners for estimating heterogeneous treatment effects using machine learning,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e905246-aca5-4c93-acca-d015b6c885ef · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Hy-facial: Hybrid feature extraction by dimensionality reduction methods for enhanced facial expression classification,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed93be47-e811-4e0e-bbc8-e354bf045f2c · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Synergized data efficiency and compression (sec) optimization for large language models,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 178052b4-053f-4f21-9ce0-ef1a1d298237 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Doubly robust estimation in missing data and causal inference models,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a00d3f00-cbd3-429f-b668-3a18417dfbcc · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings V olatility persistence and model choice in cross-market volatility forecasting,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de74e839-f0bc-4044-85d7-a17ad617bc8a · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings BIGbench: A Unified Benchmark for Evaluating Multi-dimensional Social Biases in Text-to-Image Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95c9a422-7519-4414-b311-a1306d5988c8 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Estimation and inference of heterogeneous treatment effects using random forests,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15d51735-98b6-46be-9798-49c25d86ca98 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Generalized random forests,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd513a71-a5c1-4ca8-8ee8-2cf03b993446 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Quasi-oracle estimation of heterogeneous treat- ment effects,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5794d1a3-4a67-4308-a9f3-0faeab962db2 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings AutoNeural: Co-Designing Vision-Language Models for NPU Inference
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f30e649-27aa-4f9d-8011-5f34a4252000 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Double/debiased machine learning for treatment and structural parameters,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6a7c4e3-2aaa-42f0-a594-f8347f84eb66 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Estimation of causal effects with multiple treatments: a review and new ideas,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09c58c47-579e-45fa-928c-89fcb89fa516 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Some methods for heterogeneous treatment effect estimation in high dimensions,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 057211b9-2567-4e65-8b3a-ee124c5b3cce · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Estimating individual treatment effect: generalization bounds and algorithms,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6155e1b6-e0c2-412d-8473-496bf6b17766 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings A rating scale for depression,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d1587a8-1ed6-4def-935e-d631df6879ac · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Doubly robust policy evaluation and optimization,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd41d439-0aca-4d65-9a0c-cef4ca78fe95 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Combining t-learning and dr-learning: A framework for oracle-efficient estimation of causal contrasts,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18445495-0d96-47d6-9d51-fb32eaa4d39e · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Kg-treat: pre-training for treatment effect estimation by synergizing patient data with knowledge graphs,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef0b749c-4e0b-4a56-9228-ee601be4f733 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72595f60-62cd-45b8-a96d-c631ee33a4c3 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings EconML: A Python Package for ML-Based Het- erogeneous Treatment Effects Estimation,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faf2dacb-ee20-48d0-9a4b-9cbf15f6095b · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Multi-target strategies for the improved treatment of depressive states: conceptual foundations and neuronal substrates, drug discovery and therapeutic application,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e386929-d120-44d4-bb51-6daa93440b2e · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Monoamine neurocircuitry in depression and strategies for new treatments,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd251e6e-5434-4441-86f5-ea1218389337 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Snris: the pharmacology, clinical efficacy, and tolerability in comparison with other classes of antidepressants,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 691e5b90-c9e8-46d1-82f7-62570d139e59 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Which factors influence psychiatrists’ selection of antidepressants?
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3493e6fa-8d57-48ea-b36c-5f40fbf1462b · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Effects of duloxetine, an antidepressant drug candidate, on concentrations of monoamines and their metabolites in rats and mice
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c06ad290-1930-4954-9961-49a9ef895235 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Duloxetine: clinical pharmacokinetics and drug interactions,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26a9050d-635c-4e6a-b7a9-c0b58188d2c2 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings A systematic review of efficacy, safety, and tolerability of duloxetine,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 001585de-7289-4048-bc22-9caf399dca1c · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Paroxetine: a review,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23ee783f-225d-4591-bf88-2a4e3cd52934 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Selective serotonin reuptake inhibitor (ssri) drugs: More risks than benefits,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d226bdf-ca04-445f-a1a4-80280112f25a · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Depression subtypes in predicting antidepressant response: a report from the ispot-d trial,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7df500b-30b2-4f3c-8291-1fa5b09784ab · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Major depressive subtypes and treatment response,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ab64c83-4032-4427-ac4c-4b55e4a7d0d0 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Severe and anxious depression: combining definitions of clinical sub-types to identify pa- tients differentially responsive to selective serotonin reuptake inhibitors,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a8a7789-bbcc-466f-8d12-019d22f8aaa3 · outbound
Estimating Treatment Effects for Depression in Longitudinal Therapy Switching Settings Making sense of sensitivity: Extending omitted variable bias,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.