AI Oversight Monitor
Continuously monitors content quality, detects gaps vs PCCM curriculum blueprint, tracks guideline freshness, and generates new questions.
Topics
24
across 13 categories
Blueprint Coverage
57%
25/44 topics covered
High-Priority Gaps
5
topics need content
Questions
151
in question bank
PCCM Curriculum Coverage Analysis
Overall Blueprint Coverage57%
25 covered19 remaining
High-Priority Gaps (Board-Relevant)
HAP/VAP
InfectionsFungal Pneumonia (Aspergillus, PCP)
InfectionsPneumothorax
PleuralAcid-Base Disorders
PhysiologyOxygenation & Ventilation
PhysiologyMedium-Priority Gaps
ECMO
Critical CareSedation & Analgesia in ICU
Critical CareNutrition in Critical Illness
Critical CareAKI in the ICU
Critical CareBronchiectasis
ObstructiveAlpha-1 Antitrypsin Deficiency
ObstructiveCTD-ILD (SSc, RA, PM/DM)
ILD / DPLDEosinophilic Pneumonia
ILD / DPLDCTEPH
VascularObesity Hypoventilation Syndrome
SleepCentral Sleep Apnea
SleepTB & NTM
InfectionsCarcinoid & Neuroendocrine Tumors
NeoplasiaMesothelioma
PleuralCovered Topics (25)
ARDS
Mechanical Ventilation
Sepsis & Septic Shock
Shock Types & Management
COPD
Asthma
IPF
Sarcoidosis
Hypersensitivity Pneumonitis
PAH
Pulmonary Embolism
OSA
CAP
Lung Cancer Staging & Treatment
Lung Cancer Screening (LDCT)
Pleural Effusion
PFT Interpretation
Flexible Bronchoscopy
EBUS
Navigational Bronchoscopy
Bronchial Thermoplasty
Endobronchial Valves
Cryotherapy & Cryobiopsy
Rigid Bronchoscopy & Stenting
Medical Thoracoscopy