CONSORT-TM: Text classification models for assessing the completeness of randomized controlled trial publications.
Lan JiangMengfei LanJoe D MenkeColby J VorlandHalil KilicogluPublished in: medRxiv : the preprint server for health sciences (2024)
Most CONSORT checklist items can be recognized reasonably well with the fine-tuned PubMedBERT model but there is room for improvement. Improved models can underpin the journal editorial workflows and CONSORT adherence checks and can help authors in improving the reporting quality and completeness of their manuscripts.