 ECG game currently looks like this print screen of this thing because it's quite a few issues with it we have well obviously the html hjavascript mostly javascript no about half half about 100 lines of code in javascript and uh wait that's for the waveform generation you actually have the the waveforms they are hard the hardcoded so there is an example for so as you know qrs um ecg normal ecg signal will have pqrs t waves and examples in here with two variations of the qrs one is normal like this one is this queued then you have an example no p wave no s wave no t wave very basic we could potentially add more let's start popping this into the people people keep screaming at me for using gpt4 for coding even though i also have the github co-pilot the thing about it that it's better in keeping overall context the main thing for this application is this uh item script it's getting ridiculously long now this documents if there's anything commented out that we might not need yeah that's the one with abnormal qrs complex what we're trying to do now is have a machine learning algorithm playing this game so it's already doing it but it's not really good so essentially telling you what's the likelihood for the signal to be abnormal you know why it's not displayed there there's some sort of error happening in the in the processing we have to check can you keep responses very short just a few quick questions looking at the code above it's what we have as an output in the terminal it is different to what's on the front panel primarily the abnormality output is not being displayed i think there might be an error yes i get the following error in the browser okay so would it be a prompt for a github co-pilot and here if you place workspace there and pop the whole thing in it should be determining what the information to collect it's used nine references right so we decided to look at right and also looking at the entire api and the game logic JavaScript but certain lines of code just okay suggesting to print the response we already have print process data let's show it looked at the code properly because it's returning a json file response data can you double check the previous response would it pick up on the fact that i apologize for confusion blah blah blah response data okay don't have abnormality in it it says it does make sense on the front end sub why does it not links sometimes there are links like over here this one i actually need to search for being game logic what is that okay same thing i'm not sure it's correct here can you double check the previous response yeah for displaying let's show we're already displaying it anyway okay now we're getting an error okay display analysis results should have one call one function at this era how about to select something there's some normality like thousand dot links it's really annoying so we're turning it json to know this example as per placeholder plan analysis results we already have it that's obviously it doesn't work check the id the id should be called abnormality that's correct yeah that's right we have it used in analyze waveform that's the one we're getting the 500 error for so this is the bottom thing and we need to update yeah we're trying to include a normality key we already have it so we're doing this game trying to automate this trying to sort this analysis result we're having a 500 because we changed the names we have processed that variable name thingy if we do the whole workspace should be able to search for all the variables it doesn't make any sense github copilot gets a penalty yellow card the amplitude yeah when that seemed to be 349 raw value it's being normalized to 1 300 to 0.6 349 to 1 should have another one so essentially if you have the standard peak there it will be 349 which is the maximum value and then yeah 288 which is 0.6 this plan analysis result okay that's not working okay that works this definitely should be text context abnormality abnormality value right okay this bloody little things don't quite understand how it works but it shouldn't matter because we have two bots helping us so it should be very straightforward okay this seemed to work just remember short responses what else are we not displaying that will tell us more information about how the fuzzy logic decision is being made do I have a sense that this will kill us an error yes it does