NCT06020469

Brief Summary

Data intelligence platform was widely used to facilitate the process of clinical research. However, a platform that integrates natural language processing (NLP) and machine learning (ML) algorithms has not been reported in perioperative medical management.

Trial Health

43
At Risk

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
6,500

participants targeted

Target at P75+ for all trials

Timeline
Completed

Started Oct 2023

Shorter than P25 for all trials

Geographic Reach
1 country

1 active site

Status
unknown

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

August 28, 2023

Completed
3 days until next milestone

First Posted

Study publicly available on registry

August 31, 2023

Completed
1 month until next milestone

Study Start

First participant enrolled

October 1, 2023

Completed
Same day until next milestone

Primary Completion

Last participant's last visit for primary outcome

October 1, 2023

Completed
2 months until next milestone

Study Completion

Last participant's last visit for all outcomes

December 1, 2023

Completed
Last Updated

August 31, 2023

Status Verified

August 1, 2023

Enrollment Period

Same day

First QC Date

August 28, 2023

Last Update Submit

August 28, 2023

Conditions

AnesthesiaAcute PainRisk Reduction

Keywords

Data PlatformMachine LearningPostoperative Acute Pain

Outcome Measures

Primary Outcomes (1)

  • Area under the curve

    October 2022 to October 2023

Study Arms (2)

Numeric Rating Scale (NRS) score after surgery <4

Numeric Rating Scale (NRS) score after surgery ≥ 4

Eligibility Criteria

Age18 Years - 80 Years
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)
Sampling MethodProbability Sample
Study Population

Pain assessment was used by Numeric Rating Scale (NRS) score after surgery.

You may qualify if:

  • Patients were included if they were above 18 years old, undergoing non-local anesthesia surgery.

You may not qualify if:

  • The basic information such gender, age, height, weight, and body mass index (BMI) were missing.
  • Patients undergoing day surgery, with a history of multiple operations, or entering ICU after surgery, and losing the NRS score during movement at 24h after surgery.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Guangdong Second Provincial General Hospital

Guangzhou, Guangdong, China

RECRUITING

MeSH Terms

Conditions

Acute PainRisk Reduction BehaviorPain, Postoperative

Condition Hierarchy (Ancestors)

PainNeurologic ManifestationsSigns and SymptomsPathological Conditions, Signs and SymptomsBehaviorPostoperative ComplicationsPathologic Processes

Central Study Contacts

Hui Zhang

CONTACT

13719136792zhanghui@gd2h.org.cn

Study Design

Study Type
observational
Observational Model
CASE ONLY
Time Perspective
RETROSPECTIVE
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
associate chief physician

Study Record Dates

First Submitted

August 28, 2023

First Posted

August 31, 2023

Study Start

October 1, 2023

Primary Completion

October 1, 2023

Study Completion

December 1, 2023

Last Updated

August 31, 2023

Record last verified: 2023-08

Locations

CN(1)