Table 2 Typology of input approaches with descriptions and exemplar quotes
From: A typology of physician input approaches to using AI chatbots for clinical decision-making
Type | Description | Exemplary quote |
|---|---|---|
Copy-paster | Copies and pastes the whole vignette into the chatbot. | I basically just inputted the entire vignette and then said, Please list three potential diagnoses based off of the vignette. Physician 14 If I typed every single thing that I thought was important, that was going to take a lot more time than just me copying everything and just pasting it. Physician 22 It’s definitely less effort to just copy-paste the whole thing in […] instead of carefully formulating a well-thought-out question. Physician 10 I think [copy-pasting] was just to give it all the information that we were provided with. I wasn’t sure if there’s a better way to format it. Physician 13 |
Selective copy-paster | Copies sections of the vignette, but not the whole thing; makes selections of content to copy based on what is believed to be relevant. | I mostly did chunks of [the vignette]. I usually just did the descriptive parts. Physician 3 I might copy and paste the relevant part of the physical exam, but not the whole physical exam […] I try to narrow the search space so that I’m really getting what I want back. Physician 16 I just had this assumption it would just overwhelm ChatGPT. So I didn’t copy and paste the whole case. I just copy and pasted more of the aspects of the information that would be more valuable to me in terms of affecting my decision making. Physician 15 |
Summarizer | Makes assessment of relevant or important information from the vignette and summarizes the information in their own words to enter into the chatbot. | I only put the relevant information, or at least what looked like the relevant information to me, from a case. I would summarize everything in there. Physician 16 I more often tend to just summarize the pertinent findings. […] I feel like just convenience for myself, and also trying to reduce the amount of noise for ChatGPT. I don’t want it going down rabbit holes. Physician 19 Another time I tried writing the case with the points that I thought were pertinent positives. I tried to distill it to, “All right, these are the pertinent positives.” […] I don’t want to feel like I’m outsourcing all of my thinking and literally just copy-pasting. Physician 17 |
Searcher | Uses the chatbot like an internet search with basic queries; might include stringing together multiple concepts to ask a question, but limited to no more than one sentence. | There were specific questions that I typed in the ChatGPT, because I needed the answer to come up with the three differential diagnoses. Physician 8 I wanted to use it more as a tool to supplement me if I needed it. And that’s why I only asked it, “I’m thinking this, this is what I’m going to put in.” […] I wanted to see if the data supported that and not have a computer give me a diagnosis initially. Physician 2 I tried a couple more generic questions and the responses I got back were I think too vague to be helpful. […] I have a hard time knowing how to communicate what I need out of ChatGPT to give me back something useful. Physician 6 |