Research talk:Automated classification of article importance/Work log/2017-04-06
Add topicThursday, April 6, 2017
[edit]Today I'll figure out what items I need to flag in WPMED, then flag those and train a new classifier that also uses that information. Then I'll probably dive into other WikiProjects.
Properties
[edit]I adapted my Python script so that it would also let me know what types of relationships existed between Low-importance items and their respective parent. Turns out, unsurprisingly when you think about it, that the ones we're interested in are all "instance of" relationships. That's information I already should have in my dataset, all I need to do is store the classes these items are an instance of.
Once the data is sufficiently wrangled, we get the follow table of articles that are not Low-importance, but instances of things that are in the table I created created yesterday:
| Title | Rating | Reason |
|---|---|---|
| Curie Institute, Warsaw | Mid | architectural structure |
| National Institute on Deafness and Other Communication Disorders | Mid | research institute |
| Cochrane (organisation) | Mid | nonprofit organization |
| International Orthoptic Association | Mid | organization |
| Schola Medica Salernitana | Mid | educational institution, research institute |
| Marcus Welby, M.D. | Mid | television series |
| National Institute of Environmental Health Sciences | Mid | research institute |
| History of cancer | High | aspect of history |
| Orphanet | Mid | website |
| History of psychiatric institutions | Mid | aspect of history |
| Mucosal Immunology (journal) | Mid | scientific journal, periodical literature |
| Royal College of Physicians | Mid | organization |
| National Health Service (England) | Mid | health system, government agency |
| National Human Genome Research Institute | Mid | research institute |
| Tavistock and Portman NHS Foundation Trust | Mid | clinic |
| National Institute on Alcohol Abuse and Alcoholism | Mid | research institute |
| Health Advocate | Mid | business enterprise |
| World Health Academy | Mid | organization |
| Elizabeth Blackwell Medal | Mid | award |
| Patient UK | Mid | website |
| National Center for Immunization and Respiratory Diseases | High | research institute |
| PRA Health Sciences | Mid | business enterprise |
| History of herbalism | Mid | aspect of history |
| Royal College of Psychiatrists | Mid | health association |
| London Ambulance Service | Mid | NHS trust |
| PubMed | Mid | website |
| Medicines and Healthcare products Regulatory Agency | Mid | government agency |
| Libby Zion Law | Mid | statute |
| National Institute of Mental Health | Mid | research institute |
| By Reason of Insanity | Mid | television film |
| Gray's Anatomy | Mid | book |
| Shout Gladi Gladi | Mid | film |
| Royal College of Physicians of Edinburgh | Mid | organization, building |
| In silico clinical trials | Mid | software |
| Psychoactive Substances Act 2016 | Mid | Act of Parliament of the United Kingdom |
| History of tuberculosis | Mid | aspect of history |
| Planned Parenthood | Mid | nonprofit organization |
| Bristol-Myers Squibb | Mid | business enterprise |
| Royal College of Physicians and Surgeons of Canada | Mid | organization |
| History of penicillin | Mid | aspect of history |
| DSM-5 | Mid | book |
| House of Numbers: Anatomy of an Epidemic | Mid | film |
| Translators Without Borders | High | charitable organization |
| History of poliomyelitis | Mid | aspect of history |
| History of neuraxial anesthesia | Mid | aspect of history |
| Sunovion | Mid | business enterprise |
| National Institute of Allergy and Infectious Diseases | Mid | medical research centre |
| Acorns Children's Hospice | Mid | organization |
| Aerospace Medical Association | Mid | organization |
| History of medicine | High | aspect of history |
| Sushruta | Mid | human |
| National Institutes of Health | Mid | government agency |
| History of general anesthesia | High | aspect of history |
| History of malaria | Mid | aspect of history |
| Accountable care organization | Mid | organization |
| United States Public Health Service | Mid | government agency |
| Annals of Epidemiology | Mid | scientific journal |
| Apothecaries Act 1815 | Mid | Act of Parliament of the United Kingdom |
| Bahrain Red Crescent Society | Mid | organization |
| Harvard Medical School | Mid | medical school |
| Médecins Sans Frontières | Mid | organization |
| Breast Cancer Alliance | Mid | business enterprise |
| Brighton Collaboration | Mid | organization |
| British Heart Foundation | Mid | organization |
| Caitlin Raymond International Registry | Mid | hospital |
| Canadian Thoracic Society | Mid | organization |
| Cancer survivor | Mid | group of humans |
| Aretaeus of Cappadocia | Mid | human |
| Cytotherapy (journal) | Mid | scientific journal |
| 9-1-1 | High | emergency telephone number |
| Epidemiology and Infection | Mid | scientific journal |
| European Organisation for Rare Diseases | Mid | organization |
| Fields Virology | Mid | book |
| Disability-adjusted life year | Mid | unit of measurement |
| Health and History | Mid | scientific journal |
| Healthcare Information For All | Mid | organization |
| Centers for Disease Control and Prevention | High | government agency |
| History of pathology | Mid | aspect of history |
| History of psychosurgery | Mid | aspect of history |
| History of smallpox | Mid | aspect of history |
| History of tracheal intubation | High | aspect of history |
| How Doctors Think | Mid | book |
| Hussaini Blood Bank | Mid | organization |
| International Journal of Epidemiology | Mid | scientific journal |
| Irish Thoracic Society | Mid | organization |
| John E. Fogarty International Center | Mid | government agency |
| Journal of Clinical Epidemiology | Mid | scientific journal |
| National Institute of Neurological Disorders and Stroke | Mid | government agency |
| Lambda Beta Society | Mid | honor society |
| National Cancer Institute | High | research institute |
| Macquarie University Hospital | Mid | hospital |
| Master of Surgery | Mid | master's degree |
| National Board for Respiratory Care | Mid | business enterprise |
| National Center for Research Resources | Mid | research institute |
| National Institute of Arthritis and Musculoskeletal and Skin Diseases | Mid | research institute |
| National Institute of Biomedical Imaging and Bioengineering | Mid | organization |
| National Institute of General Medical Sciences | Mid | research institute |
| National Institute on Drug Abuse | Mid | government agency |
| National University Health System | Mid | health system |
| National public health institutes | Mid | organization |
| Occupational and Environmental Medicine | Mid | scientific journal |
| PAMI | Mid | government agency |
| Partial hospitalization | Mid | hospital |
| Perelman Center for Advanced Medicine | Mid | hospital |
| International Red Cross and Red Crescent Movement | Mid | international organization |
| International Classification of Primary Care | Mid | book |
| Relief of Fevers | Mid | book |
| Roy J. and Lucille A. Carver College of Medicine | Mid | medical school |
| History of hypertension | Mid | aspect of history |
| History of poison | Mid | aspect of history |
| Stop TB Partnership | Mid | organization |
| TEDMED | Mid | business enterprise |
| The Natural History of Alcoholism Revisited | Mid | book |
| World Health Organization | High | organization |
| Toxin and Toxin-Target Database | Mid | database |
| Understanding Lung Sounds | Mid | book |
| University of Pennsylvania School of Nursing | Mid | educational institution |
| University of Pittsburgh Graduate School of Public Health | Mid | educational institution |
| University of Utah School of Medicine | Mid | medical school |
| National Center for Biotechnology Information | Mid | organization |
| Johns Hopkins Bloomberg School of Public Health | Mid | research institute |
| Johns Hopkins School of Medicine | Mid | medical school |
| University of Texas Medical Branch | Mid | research institute, hospital, public educational institution of the United States |
| A Clinical Lesson at the Salpêtrière | Mid | painting |