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. 2020 Apr 29;8(4):e17787. doi: 10.2196/17787

Table 3.

Critique scores of models from doctors (N=246).

Model Score, mean (SD) P value
BERTa BioBERTb LSTMc Proposed Model
Reference 2.232 (0.832) .11 .66 <.001 .10
BERT 2.134 (0.877)
.10 .001 .89
BioBERT 2.207 (0.844)

<.001 .19
LSTM 1.927 (0.910)


.002
Proposed 2.126 (0.874)



aBERT: Bidirectional Encoder Representations from Transformers.

bBioBERT: Bidirectional Encoder Representations from Transformers trained on a biomedical corpus.

cLSTM: Long Short-Term Memory.