diff --git a/poetry.lock b/poetry.lock
index 32eb012fd..102d44fda 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1715,22 +1715,23 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 
 [[package]]
 name = "gilda"
-version = "1.2.0"
+version = "1.4.0"
 description = "Grounding for biomedical entities with contextual disambiguation"
 optional = false
 python-versions = "*"
 files = [
-    {file = "gilda-1.2.0-py3-none-any.whl", hash = "sha256:0ed74847d4f52cea9d48e38aa32c431e787f905676c1a5e111a9f59ae20e9696"},
-    {file = "gilda-1.2.0.tar.gz", hash = "sha256:5ef630d6de7d03704ed57408ce5b8679f1f42e4e72ea3dfc0eaf4c50555686dd"},
+    {file = "gilda-1.4.0-py3-none-any.whl", hash = "sha256:ee83f5e44755fa2da9c1c14e8018a0b6fcf988b756289bb50fa2aa51392ec131"},
+    {file = "gilda-1.4.0.tar.gz", hash = "sha256:d008249cbfa90f51e795751ff29c61a1166f853fba43089e97a7e4c79626ce6c"},
 ]
 
 [package.dependencies]
-adeft = ">=0.11.0"
+adeft = "*"
 boto3 = "*"
 flask = ">=3.0,<4.0"
 flask-restx = ">=1.3.0"
 pystow = ">=0.1.10"
 regex = "*"
+scikit-learn = "<1.5"
 unidecode = "*"
 werkzeug = "*"
 
@@ -6045,48 +6046,45 @@ crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "scikit-learn"
-version = "1.5.2"
+version = "1.4.2"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "scikit_learn-1.4.2-cp39-cp39-win_amd64.whl", hash = "sha256:c97a50b05c194be9146d61fe87dbf8eac62b203d9e87a3ccc6ae9aed2dfaf361"},
 ]
 
 [package.dependencies]
 joblib = ">=1.2.0"
 numpy = ">=1.19.5"
 scipy = ">=1.6.0"
-threadpoolctl = ">=3.1.0"
+threadpoolctl = ">=2.0.0"
 
 [package.extras]
-benchmark = ["matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "pandas (>=1.1.5)"]
-build = ["cython (>=3.0.10)", "meson-python (>=0.16.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)"]
-docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.3.4)", "memory_profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pydata-sphinx-theme (>=0.15.3)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)", "sphinx (>=7.3.7)", "sphinx-copybutton (>=0.5.2)", "sphinx-design (>=0.5.0)", "sphinx-design (>=0.6.0)", "sphinx-gallery (>=0.16.0)", "sphinx-prompt (>=1.4.0)", "sphinx-remove-toctrees (>=1.0.0.post1)", "sphinxcontrib-sass (>=0.3.4)", "sphinxext-opengraph (>=0.9.1)"]
+benchmark = ["matplotlib (>=3.3.4)", "memory-profiler (>=0.57.0)", "pandas (>=1.1.5)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.3.4)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)", "sphinx (>=6.0.0)", "sphinx-copybutton (>=0.5.2)", "sphinx-gallery (>=0.15.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
 examples = ["matplotlib (>=3.3.4)", "pandas (>=1.1.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.17.2)", "seaborn (>=0.9.0)"]
-install = ["joblib (>=1.2.0)", "numpy (>=1.19.5)", "scipy (>=1.6.0)", "threadpoolctl (>=3.1.0)"]
-maintenance = ["conda-lock (==2.5.6)"]
-tests = ["black (>=24.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.9)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "polars (>=0.20.30)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.2.1)", "scikit-image (>=0.17.2)"]
+tests = ["black (>=23.3.0)", "matplotlib (>=3.3.4)", "mypy (>=1.3)", "numpydoc (>=1.2.0)", "pandas (>=1.1.5)", "polars (>=0.19.12)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pyarrow (>=12.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.0.272)", "scikit-image (>=0.17.2)"]
 
 [[package]]
 name = "scipy"
@@ -7613,4 +7611,4 @@ web = ["Jinja2", "fastapi", "python-multipart", "uvicorn"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.9.7 || >3.9.7,<3.13"
-content-hash = "6b5a05611f2a4df8a79806a1bd391ccb54ee55a1199e746a16f32d798bb7fdcf"
+content-hash = "bfe03935e654453b07e5e14cdb6ebcb4f8865ee95874ab33fb9e5da542b09a63"