Research talk:Automated classification of article importance/Work log/2017-04-06
Thursday, April 6, 2017
editToday 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
editI 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 |