Build failed — not yet rebuilt -- still carries legacy content from the old batch_topics.ts pipeline.

Perioperative Management of Obstructive Sleep Apnea

CA-1 · II.C.2.d.2 I.B.1.d.3 I.B.1.d.5

6Sources
4Kept
0Dropped

1 · Find evidence

PubMed query

Every result is a real PMID returned by NCBI. Nothing on this step is generated.

Ask OpenEvidence ↗

OpenEvidence opens in your own logged-in session with the question filled in. Nothing is fetched on your behalf — read it there, then add what you want to teach as a point below, citing the source it came from.

6 candidate papers

Ticked papers are the ones a deck may be built from. Unticking one needs a reason — the citation gate proves a paper exists, and nothing but you decides whether it should be taught. A tier badge appears where the paper’s publication type is known.

Same-day build

Build failed — not yet rebuilt -- still carries legacy content from the old batch_topics.ts pipeline. failed
PubMed query

Runs the tiered searches, drafts one point per included paper, runs the citation gate and builds a draft deck — the steps below, unattended. Same-day build — drafted locally (medgemma:27b), confirmed against each abstract. The deck still lands in draft: nothing here approves anything.

2 · Teaching points

Source

A point with no source will not survive the gate. That is the point of the gate.

4 points

OSA patients have a higher risk of both difficult ventilation and intubation in the operating room. PMID 28402089 kept
Anesthetic and sedative drug agents worsen upper airway collapsibility and depress central respiratory activity. PMID 33857965 kept
OSA patients undergoing bariatric surgery should be continuously monitored with pulse oximetry in the early postoperative period. PMID 28666588 kept
Difficulty in airway management is a common complication in OSA patients undergoing surgery, occurring intraoperatively, in the PACU, or on surgical floors. PMID 26111263 kept

Checks every citation against PubMed, the DOI resolver, or a live fetch. Points that do not resolve are dropped and shown to you with the reason — never quietly softened.

4 · Build the deck

Oral boards stem — optional

Decks

Deck 26a879ec draft
5 · Question bank

Oral boards prompts for you

No module in the boards bank matches this topic yet.