CardioBERTa.cs_enriched / training_data_stats.json
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Release CardioBERTa-based clinical concept disambiguation model
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{
"triplets": 68973,
"malformed_rows": 0,
"unique_triplets": 68973,
"duplicate_triplets": 0,
"unique_cuis": 68973,
"unique_anchors": 68312,
"unique_positives": 68214,
"unique_terms": 135148,
"unique_anchor_positive_pairs": 68834,
"ambiguous_terms_across_cuis": 2504,
"self_pairs_exact": 0,
"self_pairs_normalized": 136,
"cuis_with_multiple_terms": 68837,
"terms_per_cui_mean": 1.9980282139387877,
"terms_per_cui_median": 2,
"terms_per_cui_p95": 2.0,
"terms_per_cui_max": 2,
"triplets_per_cui_mean": 1,
"triplets_per_cui_median": 1,
"triplets_per_cui_p95": 1.0,
"triplets_per_cui_max": 1,
"anchor_words_mean": 5.073738999318574,
"positive_words_mean": 5.524190625317153,
"cuis_common_with_synonyms": 68973,
"cuis_added_vs_synonyms": 0,
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"terms_common_with_synonyms": 135148,
"terms_added_vs_synonyms": 0,
"terms_missing_vs_synonyms": 0
}