Clinicle Game (@ClinicleGame) header
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Medical semantic guessing game by @PMylavarapuMD

Joined December 2022
Photo by Clinicle Game (@ClinicleGame)Photo by Clinicle Game (@ClinicleGame)Photo by Clinicle Game (@ClinicleGame)Photo by Clinicle Game (@ClinicleGame)Photo by Clinicle Game (@ClinicleGame)Photo by Clinicle Game (@ClinicleGame)Photo by Clinicle Game (@ClinicleGame)Photo by Clinicle Game (@ClinicleGame)
We’re back! Play at cliniclegame.app!
4 years ago, I made a medical semantic guessing game while learning ML @NMCardioVasc & @NorthwesternEng. It took me over a month and a lot of coding. I couldn’t maintain it during fellowship, so it died. I just remade it in Claude in 24h. Lmk what you think (link in replies)!
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Clinicle now runs on SapBERT instead of text-embedding-3-small. General embeddings score by co-occurrence, so “hospital” beat actual differentials. SapBERT trains on UMLS synonym pairs, so proximity tracks clinical relatedness instead. This should improve the hot/cold signal!
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Clinicle is now up and running again! Apologies for the downtime over the past weeks. Ran into issues that couldn't be fixed remotely. There are now a new set of secret diagnoses. See if you can guess today's NEW secret diagnosis at cliniclegame.com!
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It's been one month since the launch of @ClinicleGame. Here's the breakdown of our reach thus far! Thank you to everyone for the support and feedback. Play today's game at cliniclegame.com
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Everyone check out @ClinicleGame!!! It’s such a fun way to keep your differential strong! tiktok.com/t/ZTRtx8wL4/
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Clinicle Game retweeted
I solved the semantic medical guessing game, @ClinicleGame Puzzle #24, in 1 guesses! See if you can beat me! cliniclegame.com #ClinicleGame #MedTwitter #SciTwitter #Medicine #Puzzles
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Clinicle Game retweeted
I solved the semantic medical guessing game, @ClinicleGame Puzzle #24, in 2 guesses! Remembered this one from my peds nursing class! ☺️ See if you can beat me! cliniclegame.com #ClinicleGame #MedTwitter #SciTwitter #Medicine #Puzzles
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Clinicle Game retweeted
I solved the semantic medical guessing game, @ClinicleGame Puzzle #23, in 1 guesses! See if you can beat me! cliniclegame.com #ClinicleGame #MedTwitter #SciTwitter #Medicine #Puzzles
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Clinicle Game retweeted
I solved the semantic medical guessing game, @ClinicleGame Puzzle #23, in 1 guesses! See if you can beat me! cliniclegame.com #ClinicleGame #MedTwitter #SciTwitter #Medicine #Puzzles
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Inspired by the days of listening to @COREIMpodcast by @ShreyaTrivediMD & @Marty_Fried and reviewing @CPSolvers schemas by @DxRxEdu & @rabihmgeha, I developed this game to be another form of #spacedrepetition for those in medicine. Check it out at cliniclegame.com!
Test your medical reasoning with @ClinicleGame’s daily medical puzzle. Starting tomorrow, the diagnoses will be getting more challenging! #MedTwitter #SciTwitter #AI #ML
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Test your medical reasoning with @ClinicleGame’s daily medical puzzle. Starting tomorrow, the diagnoses will be getting more challenging! #MedTwitter #SciTwitter #AI #ML
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Clinicle Game retweeted
I solved the semantic medical guessing game, @ClinicleGame Puzzle #22, in 1 guess! Pretty proud of this one! See if you can beat me! cliniclegame.com #ClinicleGame #MedTwitter #SciTwitter #Medicine #Puzzles
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Clinicle Game retweeted
I solved the semantic medical guessing game, @ClinicleGame Puzzle #21, in 5 guesses! See if you can beat me! cliniclegame.com #ClinicleGame #MedTwitter #SciTwitter #Medicine #Puzzles
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