ArticleJournal of clinical oncology : official journal of the American Society of Clinical Oncology2017
Hospitalization Rates and Predictors of Rehospitalization Among Individuals With Advanced Cancer in the Year After Diagnosis.
Article in Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05534178 (Machine Learning Model to Predict Hospital Length of Stay), which is not on this map. Cited by 47 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Machine Learning Model to Predict Hospital Length of Stay (HOLS) and Mortality After Discharge in Hospitalized Oncologic Patients [Plantology Database]: a Multicenter Cross-validation Study
Who cites it
47 citing papers in PubMed, 70 citations in OpenAlex.
- Early Incorporation to Palliative Care (EPC) in Patients With Advanced Non-Small Cell Lung Cancer: The PACO Randomized Clinical Trial.The oncologist · 2024Trial
- Has the Early Majority Been Reached? Specialised Inpatient Palliative Care Utilisation in Common Solid Tumours in Germany.Cancers · 2026Article
- Externally Validated Machine Learning Models for 30-/90-/180-Day Unplanned Readmission After Head and Neck Cancer Hospitalizations in the United States.JCO clinical cancer informatics · 2026Article
- Acute oncology hospital care at home for post-chemotherapy monitoring.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Predicting 30-day unplanned readmissions in patients with cancer in a Brazilian hospital: a Machine Learning approach.Einstein (Sao Paulo, Brazil) · 2026Article
- Caring for carers of people with advanced cancer at hospital discharge (CARENET): A single-arm open label feasibility trial.Palliative & supportive care · 2025Article
- Real-world Data on Risk Factors for Emergency Department Visits to Treat Outpatient Chemotherapy-Associated Toxicities.Cancer research communications · 2025Article
- Association between social determinants of health with the all-cause and cause-specific (cancer and cardio-cerebrovascular) mortality among the population with metabolic syndrome: NHANES 2005-2018.Diabetology & metabolic syndrome · 2025Article
- The modified Glasgow prognostic score serves as a robust predictor of unplanned readmission and 1-year mortality in lung cancer patients receiving immune checkpoint inhibitors.Frontiers in oncology · 2025Article
- Aggressive end-of-life care in patients with gastrointestinal cancers - a nationwide study from Denmark.Acta oncologica (Stockholm, Sweden) · 2024Article
- Development of a prognostic model to predict 90-day mortality in hospitalised cancer patients (PROMISE tool): a prospective observational study.The Lancet regional health. Europe · 2024Article
- ECOG-ACRIN EAZ171: Prospective Validation Trial of Germline Predictors of Taxane-Induced Peripheral Neuropathy in Black Women With Early-Stage Breast Cancer.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2024Article
- Observational
- Spatiotemporal Patterns of Hospitalizations Among Older Adults With Co-Presence of Cancer and Dementia in US Counties: 2013-2018.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2024Article
- Article
- Socioeconomic Deprivation and Health Care Use in Patients Enrolled in SWOG Cancer Clinical Trials.JAMA network open · 2024Article
- Catalyzing Pharmacogenomic Analysis for Informing Pain Treatment (C-PAIN): A Randomized Trial of PreemptiveJournal of pain research · 2024Article
- Identification and Characterization of Avoidable Hospital Admissions in Patients With Lung Cancer.Journal of the National Comprehensive Cancer Network : JNCCN · 2023Article
- Patterns and outcome of unplanned care in lung cancer patients: an observational study in a medical oncology department.Translational lung cancer research · 2023Article
- Thirty-Day Unplanned Hospital Readmissions in Patients With Cancer and the Impact of Social Determinants of Health: A Machine Learning Approach.JCO clinical cancer informatics · 2023Article
Corrections and comments
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
Purpose Among individuals with advanced cancer, frequent hospitalization increasingly is viewed as a hallmark of poor-quality care. We examined hospitalization rates and individual- and hospital-level predictors of rehospitalization among individuals with advanced cancer in the year after diagnosis. Methods Individuals diagnosed with advanced breast, colorectal, non-small-cell lung, or pancreatic cancer from 2009 to 2012 (N = 25,032) were identified with data from the California Cancer Registry (CCR). After linkage with inpatient discharge data, multistate and log-linear Poisson regression models were used to calculate hospitalization rates and to model rehospitalization in the year after diagnosis, accounting for survival. Results In the year after diagnosis, 71% of individuals with advanced cancer were hospitalized, 16% had three or more hospitalizations, and 64% of hospitalizations originated in the emergency department. Rehospitalization rates were significantly associated with black non-Hispanic (incidence rate ratio [IRR], 1.29; 95% CI, 1.17 to 1.42) and Hispanic (IRR, 1.11; 95% CI, 1.03 to 1.20) race/ethnicity; public insurance (IRR, 1.37; 95% CI, 1.23 to 1.47) and no insurance (IRR, 1.17; 95% CI, 1.02 to 1.35); lower socioeconomic status quintiles (IRRs, 1.09 to 1.29); comorbidities (IRRs, 1.13 to 1.59); and pancreatic (IRR, 2.07; 95% CI, 1.95 to 2.20) and non-small-cell lung (IRR, 1.69; 95% CI, 1.54 to 1.86) cancers versus colorectal cancer. Rehospitalization rates were significantly lower after discharge from a hospital that had an outpatient palliative care program (IRR, 0.90; 95% CI, 0.83 to 0.97) and were higher after discharge from a for-profit hospital (IRR, 1.33; 95% CI, 1.14 to 1.56). Conclusion Individuals with advanced cancer experience a heavy burden of hospitalization in the year after diagnosis. Efforts to reduce hospitalization and provide care congruent with patient preferences might target individuals at higher risk. Future work might explore access to palliative care in the community and related health care use among individuals with advanced cancer.
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