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36 [95% CI 0.29, 0.43]), while that for radiologists was moderate (Fleiss κ, 0.59 [95% CI 0.52, 0.66]). Cohen κ value comparing the consensus rating of ResNet-50 iterations from fivefold cross-validation, consensus technologists' rating, and consensus radiologists' rating to the ground truth were 0.76 (95% CI 0.63, 0.89), 0.49 (95% CI 0.37, 0.61), and 0.66 (95% CI 0.54, 0.78), respectively. The development and validation of DL classifiers to distinguish between adequate and inadequate lateral airway radiographs is reported. The classifi