Construction of Perioperative Medical Data Platform and I... | NCT05569460

Status Module

Record Verification Date

Oct 2022

Overall Recruitment Status or Expanded Access Status

Unknown status

Last Known Status

Recruiting

Delayed Posting

Not provided

Why Stopped

Not provided

Expanded Access Info

Start Date

Oct 2022Estimated

Primary Completion Date

Oct 2023Estimated

Completion Date

Dec 2023Estimated

First Submitted Date

Oct 3, 2022

First Submission Date that Met QC Criteria

Oct 3, 2022

First Posted Date

Oct 6, 2022Actual

Results Waived

Not provided

Results First Submitted Date

Not provided

Results First Submitted that Met QC Criteria

Not provided

Results First Posted Date

Not provided

Certification/Extension (aka Delayed Results) First Submitted Date

Not provided

Certification/Extension First Submitted that Passed QC Review

Not provided

Certification/Extension First Posted Date

Not provided

Last Update Submitted Date

Oct 3, 2022

Last Update Posted Date

Oct 6, 2022Actual

Sponsor/Collaborators Module

Responsible Party, by Official Title

Hui Zhang, associate chief physician, Guangdong Second Provincial General HospitalPrincipal Investigator

Lead Sponsor

Guangdong Second Provincial General HospitalOTHER

Collaborators

Not provided

Oversight Module

Has Data Monitoring Committee (DMC)

Not provided

Is FDA Regulated Drug

Is FDA Regulated Device

Is Unapproved Device

Not provided

Pediatric Postmarket Surveillance of a Device Product

Not provided

Product Exported from US

Not provided

FDAAA801 Violation

Not provided

Description Module

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.

Detailed Description

Not provided

Design Module

Study Type

Observational

Number of References to an Expanded Access Study

Not provided

Expanded Access Types

Not provided

Patient Registry

Target Follow-Up Duration

Not provided

Phases

Not provided

Interventional Study Design

Allocation

Not provided

Intervention Model

Biospecimen

No data available

No data is available for this block.

Enrollment

6,500Estimated

Arms/Interventions Module

Arm Groups

Label	Type	Description	Intervention Names
Numeric Rating Scale (NRS) score after surgery <4			Other: No intervention
Numeric Rating Scale (NRS) score after surgery ≥ 4			Other: No intervention

Interventions

Name	Type	Description	Arm Group Labels	Other Names
No intervention	Other	No intervention	Numeric Rating Scale (NRS) score after surgery <4 Numeric Rating Scale (NRS) score after surgery ≥ 4

Outcomes Module

Primary Outcomes

Measure	Description	Time Frame
Area under the curve	It measures the prediction effect of the algorithm model	April 2020 to May 2021

Secondary Outcomes

Not provided

Other Outcomes

Not provided

Eligibility Module

Eligibility Criteria

Inclusion Criteria:

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

Exclusion Criteria:

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.

Accepts Healthy Volunteers

Yes

Sex

All

Sex/Gender Based

Not provided

Sex/Gender Description

Not provided

Minimum Age

18 Years

Maximum Age

80 Years

Standard Ages

AdultOlder Adult

Study Population

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

Sampling Method

Probability Sample

Contacts/Locations Module

Central Contacts

Not provided

Overall Officials

Not provided

Locations

Facility	Status	City	State	ZIP	Country	Contacts
Guangdong Second Provincial General Hospital	Recruiting	Guangzhou			China

IPD Sharing Statement Module

Plan to Share IPD

Description

Not provided

Types

Not provided

Time Frame

Not provided

Access Criteria

Not provided

URL

Not provided

Derived Section

Miscellaneous Info Module

Version Holder

Jul 10, 2026

Removed Countries

Not provided

Submission Tracking

No data available

No data is available for this block.

Condition Browse Module

MeSH Terms

Intervention Browse Module

No data available

No data is available for this block.

ID	Term
D059787	Acute Pain
D040242	Risk Reduction Behavior
D010149	Pain, Postoperative

ID	Term
D010146	Pain
D009461	Neurologic Manifestations
D012816	Signs and Symptoms
D013568	Pathological Conditions, Signs and Symptoms
D001519	Behavior
D011183	Postoperative Complications
D010335	Pathologic Processes