Christian Cao's Avatar

Christian Cao

@christiancao

3rd year MD student @UofT. Fitness, music, and nature enthusiast! Automating evidence synthesis @ ottosr.com

31
Followers
95
Following
10
Posts
12.06.2025
Joined
Posts Following

Latest posts by Christian Cao @christiancao

Our work isn’t done. We’re currently working on incorporating search and risk of bias assessments. If you’re interested in connecting, please don’t hesitate to reach out!

12.06.2025 17:05 👍 2 🔁 0 💬 0 📌 0

... Bijan Teja; Alexander Leung; Lina Ghosn; Rahul Arora; Michael Noetel; David B. Emerson

12.06.2025 17:05 👍 2 🔁 0 💬 1 📌 0

Plus all other researchers involved: Katherine Manta; Elina Farahani; Matthew Cecere; Anabel Selemon; Linsey Gong; Robert Kloosterman; Scott Jiang; Richard Saleh; Denis Margalik; James Lin; Jane Jomy; Jerry Xie; David Chen; Jaswanth Gorla; Sylvia Lee; Kelvin Zhang; Harriet Ware; Mairead Whelan...

12.06.2025 17:04 👍 2 🔁 0 💬 1 📌 0

A special shout out to:
@rohitarorayyc.bsky.social
@paullusla.bsky.social
@jzsang.bsky.social

for working tirelessly to make this dream happen <3

And our advisors:
@isabelleboutron.bsky.social
David Moher
@geochurch.bsky.social
@nikbobrovitz.bsky.social

12.06.2025 17:04 👍 3 🔁 1 💬 1 📌 0
Preview
otto-SR | The AI Systematic Review Platform Systematic reviews in hours, not months.

Check out our blog post: ottosr.com/blog/announc...

Preprint: l.ottosr.com/preprint

12.06.2025 17:00 👍 2 🔁 0 💬 1 📌 0
Preview
otto-SR | The AI Systematic Review Platform Systematic reviews in hours, not months.

If you’re a researcher who works on systematic reviews: we’re offering otto-SR through a free pilot at ottosr.com/sign-up/

12.06.2025 17:00 👍 3 🔁 0 💬 1 📌 0

In one review, otto-SR found 5 more relevant papers than the original authors (9 vs 4 studies).

These additional studies revealed that taking immune-enhancing nutrition before gastric surgery likely reduces hospital stay by over 1 day (p<0.05).

12.06.2025 17:00 👍 2 🔁 0 💬 1 📌 0
Post image

When we reproduced an entire Cochrane issue of reviews (n=12 reviews), otto-SR found nearly twice as many relevant studies (n=114) compared to the original reviews (n=64).

These additional studies materially changed conclusions: two reviews became statistically significant, one lost significance.

12.06.2025 17:00 👍 2 🔁 0 💬 1 📌 0

Through rigorous benchmarking, otto-SR consistently outperformed or matched humans in:
- screening sensitivity (otto-SR: 96.7% vs. human: 81.7%)
- screening specificity (otto-SR 97.9% vs. human 98.1%)
- data extraction accuracy (otto-SR: 93.1% vs. human: 79.7%)

12.06.2025 16:58 👍 2 🔁 0 💬 1 📌 0
Video thumbnail

Today we’re announcing otto-SR, an AI workflow to perform systematic reviews 3000x faster

By using gpt-4.1 and o3-mini, ottoSR beats humans at all tasks

In two days, we conducted 12 work-years of Cochrane research–finding 2x more relevant papers and altering key conclusions 🧵

12.06.2025 16:58 👍 5 🔁 3 💬 1 📌 1