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        "author": "Anthony Rios",
        "author_email": "anthonymrios@gmail.com",
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            "License :: OSI Approved :: Apache Software License",
            "Natural Language :: English"
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        "description": "pymetamap\n=========\n\nPython wrapper around `MetaMap <http://metamap.nlm.nih.gov/>`_.\nThis will take a list of sentences and extract concepts using MetaMap\nthen return them in the form of a list of Concept objects.\n\n**Note:** This code does **not** work with Windows because of my use of NamedTemporaryFile in SubprocessBackend.py.\n\nHow to Install\n--------------\n\nFirst, install MetaMap by using the following instructions: https://metamap.nlm.nih.gov/Installation.shtml\n\nNext, pymetamap can be installed using the following command:\n\n>>> python setup.py install\n\nExample Usage\n-------------\n\nTo start you must create a MetaMap instance from the pymetamap package.\n::\n    >>> from pymetamap import MetaMap\n    >>> mm = MetaMap.get_instance('/opt/public_mm/bin/metamap12')\n\nYou must supply the metamap binary to ``get_instance()`` in order to\nextract concepts. Depending on where you installed MetaMap and depending on the version you are using, you will need to change the ``/opt/public_mm/bin/metamap12`` to the correct location. For example, if you installed the 2016 version of MetaMap, then the binary will be called ``metamap16``.\n\nTo extract concepts from a sentence use the ``extract_concepts()``\nmethod. This method taks a list of sentences as input and will return\na list of Concept objects.\n::\n    >>> sents = ['Heart Attack', 'John had a huge heart attack']\n    >>> concepts,error = mm.extract_concepts(sents,[1,2])\n    >>> for concept in concepts:\n    ...     print concept\n    Concept(index='1', mm='MM', score='14.64', preferred_name='Myocardial Infarction', cui='C0027051', semtypes='[dsyn]', trigger='[\"Heart attack\"-tx-1-\"Heart Attack\"]', location='TX', pos_info='1:12', tree_codes='C14.280.647.500;C14.907.585.500')\n    Concept(index='2', mm='MM', score='13.22', preferred_name='Myocardial Infarction', cui='C0027051', semtypes='[dsyn]', trigger='[\"Heart attack\"-tx-1-\"heart attack\"]', location='TX', pos_info='17:12', tree_codes='C14.280.647.500;C14.907.585.500')\n\nThis example shows two seperate concepts extracted via MetaMap from two\ndifferent sentences (sentence 1 and sentence 2).\n\nMore Information\n----------------\n\nLicensed under `Apache 2.0 <http://www.apache.org/licenses/LICENSE-2.0>`_.\n\nWritten by Anthony Rios\n\nSpecial thanks to `joaopalotti <https://github.com/joaopalotti>`_ and others for their contributions.\n\nwebpage: `https://github.com/AnthonyMRios/pymetamap <https://github.com/AnthonyMRios/pymetamap>`_",
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        "license": "Apache 2.0",
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        "name": "pymetamap",
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