Trial · NCT07897110
AI-generated Treatment Recommendations in Precision Oncology
NCT07897110, Recruiting, Charite University, Berlin, Germany
3 sourcestrials-2026-11-12-0.5.0
Cite this record
ConductScience Library. AI-generated Treatment Recommendations in Precision Oncology. Trials, record NCT07897110. Release trials-2026-11-12-0.5.0, 12 Nov 2026. https://conductscience.org/library/trials/NCT07897110
On this page
Trial
As registered on ClinicalTrials.gov, in the graph's capture of the registry.
- Title
- AI-generated Treatment Recommendations in Precision Oncology
- NCT number
- NCT07897110
- Status
- Recruiting
- Enrollment
- 191 participants, estimated
- Lead sponsor
- Charite University, Berlin, Germany
- Conditions
- Cancer
- Interventions
- large language model (non-interventional)
- First posted
- 2026-10-27
- Last updated
- 2026-11-05
Source ClinicalTrials.gov
Registered outcomes6
Each outcome the trial registered, primary first, in ClinicalTrials.gov's words.
| List | Outcome | Time frame | Description |
|---|---|---|---|
| Primary | Fraction of all actual positively identified treatment options that the model has correctly identified (Recall) | immediately after the intervention (which is the molecular tumor board MTB; standard-of-care intervention) | Sensitivity as measured by retrieved relevant treatment options divided by all relevant treatment options with 1 indicating identification of all relevant treatment options. |
| Secondary | Fraction of relevant treatment options among all retrieved treatment options (Precision) | immediately after the intervention (MTB SOC intervention) | Positive predictive value as measured by retrieved relevant treatment options divided by all identified treatment options with 1 indicating the highest positive predictive value |
| Secondary | Harmonic mean of precision and recall (F1-Score) | immediately after the intervention (MTB SOC intervention) | Analysis of F1 score as harmonic mean between precision and recall with 0 indicating the lowest and 1 the highest possible score. |
| Secondary | clinical trial identification | immediately after the intervention (MTB SOC intervention) | Number of correctly identified clinical trials |
| Secondary | time of manual and automatic annotation | immediately after the intervention (MTB SOC intervention) | Comparison of time spent (in minutes) for manual and automatic molecular tumor result annotation |
| Secondary | therapy implementation | 3 months after MTB (SOC intervention) | Number of patients receiving recommended therapy and outcome |
Source ClinicalTrials.gov
Outcomes0
Each outcome the trial posted results for, in ClinicalTrials.gov's words.
None in this release.
Results by group0
Each measurement the trial posted, group by group, in the words and numbers it posted.
None in this release.
Participant flow0
How many started, completed or left each group, period by period.
None in this release.
Adverse events0
Each adverse event the trial posted, group by group: the participants affected out of those at risk.
None in this release.
Adverse event totals0
The totals the trial posted for each group.
None in this release.
Papers0
The papers the trial lists on ClinicalTrials.gov.
None in this release.
Grants0
The grants NIH RePORTER links to the trial, newest funded first: NIH's, and some of AHRQ's, CDC's, FDA's and VA's. Each shows its title, principal investigators, organization and funder in its newest year.
None in this release.
Trial comparisons0
Comparisons of the trial's two groups, calculated by ConductScience from the counts it posted.
None in this release.
Tests0
The ConductCognition tests this trial's registered outcomes name, as ScienceGraph matched them in trial-tests-2026-11-12-0.2.1.
None in this release.
Data dates
The day each source was copied for this release.
Sources 3
- ClinicalTrials.gov's posted results, through CTTI's AACTFreely available. Acknowledgement requested
- ClinicalTrials.govNo license stated
- NIH RePORTER's clinical studies and project filesPublic domain
Each source's terms
- ClinicalTrials.gov's posted results, through CTTI's AACTClinicalTrials.gov data via Aggregate Analysis of ClinicalTrials.gov (AACT), CTTI. CTTI makes its materials freely available and requests acknowledgement. https://aact.ctti-clinicaltrials.org/documentation/299
- ClinicalTrials.govnone stated
- NIH RePORTER's clinical studies and project filesPublic domain (NIH RePORTER)
ClinicalTrials.gov's data carry an international copyright outside the United States: https://clinicaltrials.gov/about-site/terms-conditions.
For software
Read this trial from software.
The record and each of its lists are JSON, twenty rows a page. No key.
GET https://conductscience.org/api/trials/v1/NCT07897110
GET https://conductscience.org/api/trials/v1/NCT07897110/registered