[
  {
    "title": "Usmile (Universal Smile Layout for Explanation): Threshold-Free Class-Specific Comparison of Binary Classifiers",
    "author": [
      {
        "given": "Barbara",
        "family": "Wieckowska",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "year": "2026",
    "note": "R package version 0.2.0"
  },
  {
    "title": "Visualising and quantifying the usefulness of new predictors stratified by outcome class: The U-smile method",
    "author": [
      {
        "given": ["Katarzyna", "B."],
        "family": "Kubiak",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Barbara",
        "family": "Wieckowska",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Elzbieta",
        "family": "Jodlowska-Siewert",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Przemyslaw",
        "family": "Guzik",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "PLOS ONE",
    "year": "2024",
    "volume": "19",
    "number": "5",
    "pages": "e0303276",
    "doi": "10.1371/journal.pone.0303276"
  },
  {
    "title": "Evaluating the three-level approach of the U-smile method for imbalanced binary classification",
    "author": [
      {
        "given": "Barbara",
        "family": "Wieckowska",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": ["Katarzyna", "B."],
        "family": "Kubiak",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Przemyslaw",
        "family": "Guzik",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "PLOS ONE",
    "year": "2025",
    "volume": "20",
    "number": "4",
    "pages": "e0321661",
    "doi": "10.1371/journal.pone.0321661"
  },
  {
    "title": "Usmile likelihood evaluation provides robust threshold free assessment of binary classification models for balanced and imbalanced datasets",
    "author": [
      {
        "given": "Barbara",
        "family": "Wieckowska",
        "role": {},
        "email": {},
        "comment": {}
      },
      {
        "given": "Przemyslaw",
        "family": "Guzik",
        "role": {},
        "email": {},
        "comment": {}
      }
    ],
    "journal": "Scientific Reports",
    "year": "2026",
    "volume": "16",
    "pages": "10000",
    "doi": "10.1038/s41598-026-40545-z"
  }
]