Before revision:  The LMC significantly outperforms a diverse set of baselines at a fraction of the pre-training cost and learns clinically coherent representations  .
After revision:  The LMC significantly outperforms a diverse set of baselines at a fraction of the pre-training cost and learns clinically coherent representations . We demonstrate that not only is metadata itself very helpful for the task, but that the LMC inference algorithm provides an additional large benefit .