triage | General Purpose Risk Modeling and Prediction Toolkit | Machine Learning library

< This is brief scenario > Patients arrive at ED(Emergency Department). When patients arrive at the ED, they first receive a triage from the nurse. After the triage, patients will be assigned an ED bed, but if patients don't have a clean bed, they have to wait until get a dirty bed. (Dirty beds occur when the patient is discharged or goes to the IU(Inpatient Unit).) The meaning of waiting here has two cases, the first is that when the patient arrives, if there is only a dirty bed(not cleaned), system should give an order of cleaning. The second is that if there is no dirty bed, this means dirty beds are being cleaned now or wait until patients are discharged or goes to the IU(the event of a dirty bed occurs.) When an ED bed is assigned, the patient is treated by a doctor. After examination of doctor, the patient will either go to the IU or be discharged. When the patient goes to the IU, if there is a clean bed in IU, the ED bed is returned immediately, but if not, the patient must continue to wait in the ED bed. And if the patient is discharged from the hospital, the ED bed will be returned, but cleaning will not proceed immediately.(Leave it dirty until the cleaning order is issued) Dirty ED beds are cleaned on request and then assigned to new arriving patients. Anyway, the part where I'm having a hard time implementing my program right now is that the part where assigning the ED bed is not being implemented as I intended.

So, my main point of the problem is that

1. Patients should get cleaned ED bed.
2. If there is no cleaned bed, patient wait until a cleaned bed available. (Waiting patients will continue to wait, but the process of other patients will continue.)
3. When a patient leave the ED, the bed used by the patient remains dirty, but if there is a request to clean for new patient, the dirty bed should be cleaned.

I added 'Bed_Mgmt' class to solve this, but I couldn't. Please give me some guidelines.

I have an endless loop problem in Simpy simulation.

My scenario is: After finishing triage, a patient wait until getting empty bed. However, if there is no empty bed, the patient should wait until an empty bed is available. When a patient uses a bed and leaves the hospital, the bed turns into a dirty bed. The dirty bed turns into an empty bed when the cleaner cleans it. Bed cleaning work start after getting clean request.

I used "Store" for managing beds I think I have an infinite loop when there is no empty bed and no dirty bed.

I think...

1. Add a queue (After triage)
2. From the queue, assign a bed based on the FIFO.
3. If we don't have empty or dirty bed, we should wait until a dirty bed is available.

But, I don't know how to implement this idea. Please help me to solve this problem.

I am considering using ClickHouse keeper to replace zookeeper for data replication. And zookeeper has lots of useful metrics for monitoring/convenient triage. I checked ClickHouse documents and CurrentMetrics/ProfileEvents files but found no similar monitoring data to zk(https://zookeeper.apache.org/doc/r3.7.0/zookeeperMonitor.html). Pls. direct me to the right way, thanks!

I am trying to write a REST api to allow users to download large files (ie > 2GB) on Spring boot. I am hitting with "Java Heap outOfMemoryException". I tried to triage the issue, i see that HttpServetResponse object is of type : ContentCachingResponseWrapper. This class caches all content written to the output stream and when cached data size becomes around 258MB, i get OutOfMemoryException. Why at 248 MB, because JVM has 256 MB of heap memory.

The default flushBuffer() method in ContentCachingResponseWrapper is empty. If i try to call copyBodyToResponse(), which is used to copy data from cache to stream, it works fine, but it closes the stream as well. This leads to only sending first chunk of data to client.

any suggestions ?

I am trying to obtain sens, spec, npv and ppv for the ability of two patient scoring systems and their ability to predict admission. To explain the data:

'Etriage' is electronic triage system (scores from 1-5), AETriage is a face-to-face triage system (socres 1-5). Admitted has 2 levels as factors 0 - not admitted, 1 - admitted.

eg:

After updating the environment from Wildfly 13 to Wildfly 18.0.1 we experienced an

SQLCMD variable substitution has been working in our project for years but after updating to VS 16.5 this stopped working.

Publish Profile (or schema compare) will not evaluate SQLCMD variables.

The generated script always includes any file that uses an SQLCMD variable and incorrectly updates the procedure on the target database. It uses the variable name (e.g. ($databasename)) instead of the substitution value (i.e. no substitution happens at all)

There is an option under Advanced... which says "Do not evaluate SQLCMD variables". Turning this off or on has no effect.

This defect was previously reported in the Visual Studio Community but it appears to have been closed prematurely with others saying it's not actually been fixed.

I have raised another case in the Visual Studio Community pages which is going through their triage process however, I wondered if anyone else here has experienced the same issue and found an alternative solution?

I'm seeing this issue in both Visual Studio 2019 and 2022.

I'm currently using

• Visual Studio 2019 16.11.7

• Microsoft SQL Server Data Tools 16.0.62111.11070

• Visual Studio 2022 17.0.1

• Microsoft SQL Server Data Tools 17.0.62110.20190

I have a Google Sheet with many different "sheet tabs" across the bottom. Several of them are tied to a Google Form, so that when that form is populated the entries show on that "tab".

I'm trying to also inject those entries into a MySQL database. I have gotten this to work successfully using a single Google Sheet/Form pairing using a Google Apps Script tied to the Sheet, which listens for onFormSubmit. That code follows:

We have a series of dashboards, some of which have numerical values - for instance one shows the number of support tickets we have open/triage/referred.

Is it possible to change the text size in "graph"? At the moment, the number overflow the box.

This is the current JSON: