Integrative Naturopathic Treatment Model for Colorectal Cancer: A Retrospective Study
Bibliographic record
Abstract
Background: While specific elements of naturopathic medicine, such as botanical medicines and lifestyle interventions, have supporting evidence, there is limited quantitative data confirming its effectiveness as a comprehensive, whole-person medical approach for patients with metastatic colorectal cancer (CRC). Objective: This study aims to retrospectively evaluate the integration of naturopathic modalities, including modulated electrohyperthermia (mEHT), into the standard of care for metastatic CRC. We compare survival outcomes between patients at the Integrated Health Clinic (IHC) and a matched control group from the National Cancer Institute Surveillance, Epidemiology, and End Results (SEER) database, a de-identified, publicly available cancer registry in the United States. Methods: A retrospective chart review was conducted for 131 IHC patients diagnosed with stage IV CRC and treated with mEHT between 2010 and 2021. These patients were matched with 262 controls from the SEER database using propensity score matching. The primary outcome was overall survival, with time zero defined as the first IHC treatment date (with controls assigned the time zero of their matched IHC patient) to account for immortal time bias. Survival analysis was conducted using a Kaplan-Meier curve, log-rank test, and Cox proportional-hazards model. Results: The overall survival analysis did not achieve a statistically significant difference (HR = .76; 95% CI: .57-1.01) between the IHC (median survival time: 29 month) and SEER groups (median survival time: 18 months). Incorporating time-varying effects, the hazard ratio (HR) for the IHC group compared to the SEER group was .63 (95% CI: .46-.86) for survival <36 months, indicating a lower hazard of early mortality in the IHC group. Moreover, IHC patients who initiated treatment within 90 days of diagnosis had significantly improved survival compared to their matched controls (HR = .45; 95% CI: .28-.70). Conclusion: This study provides evidence that integrative naturopathic treatment, including mEHT, can significantly improve survival outcomes for CRC patients in the first 36 months post-treatment and when initiated within 90 days of diagnosis.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".