Bibliographic record
Abstract
The cancer burden is increasingThe burden of cancer is rising around the world. In 2012, there were 14 million new cases of cancer diagnosed and 8 million deaths from the disease globally; these numbers are expected to increase to 22 million new cases and 13 million deaths annually by 2030.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar The increase is due to aging populations, and economic, societal and lifestyle changes. There is a strong correlation among socioeconomic level, human development, and cancer.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google ScholarThe global burden of cancer is not rising in a uniform manner.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar,2Lortet-Tieulent J. Georges D. Bray F. Vaccarella S. Profiling global cancer incidence and mortality by socioeconomic development.Int J Cancer. 2020; 147: 3029-3036https://doi.org/10.1002/ijc.33114Crossref PubMed Scopus (33) Google Scholar Given the globalization of economics and lifestyle behaviors is not happening at similar rates, the result is uneven transitions in exposure to causative factors. Cancer is the leading cause of death in many high-income countries and may soon be in middle- and low-income countries as well. Presently, the incidence of cancer is higher in high-income settings, but mortality rates are higher in middle- and low-income settings. Three-quarters of the predicted increase in cancer burden is expected to occur in middle- and low-income countries, locations that are least prepared to handle this challenge.The cancer burden is broadThe rising incidence of cancer creates demands for access to diagnosis and treatment facilities. But cancer and its treatment create more than a demand for medical, surgical, and radiation services. Cancer and its treatment have impacts on individuals, families, and societies. There are not only physical impacts but also emotional, social, psychological, spiritual, informational, and practical challenges. It is well documented any of these issues can have a profound influence on the quality of life and eventual cancer related outcomes.3Fitch M.I. Supportive care framework.Can Oncol Nurs J. 2008; 18: 6-14https://doi.org/10.5737/1181912x181614Crossref PubMed Scopus (148) Google Scholar One of the pressing emerging “toxicities,” which is now being recognized for many patients and families is financial. Having to pay for cancer care and medications to manage symptoms and side effects can cripple an individual and family and have an impact long after treatment is finished.As more effective treatments are being implemented, larger proportions of individuals diagnosed with cancer are living longer than in the past, and these numbers are also expected to continue to grow, exceeding 20 million worldwide by 2025.4Miller K.D. Nogueira L. Mariotto A.B. et al.Cancer treatment and survival statistics 2019.CA: Cancer J Clin. 2019; 69: 363-385https://doi.org/10.3322/caac.21565Crossref PubMed Scopus (2254) Google Scholar Many of these survivors continue to live with ongoing consequences of the disease and its treatment and their experience has been likened to living with a chronic illness. Yet, these individuals often experience gaps in their follow-up care. In many countries, survivorship is not yet embraced as part of the cancer continuum.Finally, in countries where the largest proportion of diagnoses are made at a late stage of the disease, palliative care must be a priority. Despite palliative care being declared a human right,5Breitbart W. Palliative care as a human right.Palliat Support Care. 2008; 6 (Dec): 323-325https://doi.org/10.1017/S147895150800015Crossref PubMed Scopus (0) Google Scholar many countries still do not have adequate access to this service, and many individuals are dying in pain and distress. Access to even basic pain management remains a pressing challenge in many locations faced with attitudinal, educational, and policy barriers.Effective strategies are neededThe reality of the increasing cancer burden is driving advocacy efforts and explorations to find strategies that would effectively reduce this challenge and mitigate the impact on individuals, families, health care systems, and societies. The strategies are needed across the cancer continuum beginning with primary prevention and also embracing strategies for secondary and tertiary prevention.A key control strategy to reduce the incidence of cancer is primary prevention or the delivery of programs to populations that would reduce the exposure (potential risk) to factors we know cause the disease. If we were to focus our efforts on the factors we know can be (or potentially are) modifiable, it would increase the likelihood of changing some of the causal influences.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar Currently, based on what we know regarding the causes of cancer, one-third to one-half of all cancers could be prevented.Modifiable risk factors of cancer include tobacco smoke, alcohol, overweight/obesity, insufficient physical activity, solar ultraviolet (UV) radiation, and dietary factors (ie, insufficient fruit, nonstarchy vegetables, and fiber; high intake of processed/red meat; high sat intake). Additionally, there are occupational and infectious causes of cancer, which vary from country to country. These factors contribute in different degrees to different types of cancer, resulting in variation in the types of cancer predominating in different countries. High-income countries have high rates of breast, prostate, colorectal, lung, and endometrial cancers, while low-income countries have high rates of prostate, lung, esophagus, cervical, and breast cancers. The variation has implications for which strategies may be required to raise awareness about the disease in the general population and the focus needed for prevention programs. How to effectively reach target populations and change the necessary lifestyle behavior(s) must be top priorities for prevention research and program development.Although primary prevention strategies are key to reducing the burden of cancer and are likely the most successful and cost-effective approaches for countries to use, secondary and tertiary prevention strategies are also required to ensure early diagnosis and timely access to treatment and mitigate the impacts on the quality of life; barriers to early detection have been identified in many settings and often include person-specific, health care system and societal factors. Finances, attitudes, culture, infrastructure, policy, and societal norms can have important roles in shaping behaviors regarding screening for cancer and attendance at health care facilities.Cancer care is considered a specialty practice requiring additional preparation for all health care professionals beyond their basic preparation. Although designation for cancer care as a specialty has been widely accepted in medicine, surgery, pathology, and radiology disciplines, this has not occurred in many countries for other members of the health care team. For example, nursing care or psychosocial care of cancer patients and their families is not considered a specialty in many countries, and access to the necessary specialty knowledge is limited. Additionally, there are projected shortages of all health care human resources around the globe, which will likely increase the challenge of developing specialty practitioners for cancer care.Consideration of palliative care is also needed if the burden of cancer is to be reduced. Advocates of palliative care have emphasized that all health care professionals require general education in palliative care, while some require special education. A key strategy, as well, is developing programs whereby patients have ready access to opioids for pain management. In countries where such has been strategies to be have a key in reducing the cancer have key roles in cancer control and in the delivery of that could reduce the burden of The of their care their of with the the patients and families in and the of their practice for the cancer it will require efforts in policy and to this The for for and on from Scholar necessary strategies for human and which countries could to have to to the of their preparation. are for the practice of and to have a on which to specialty in a general nursing specialty other than cancer, or in cancer care nursing practice of and tertiary Given the of cancer and the of primary all a of knowledge about the disease. For example, patients about risk factors for cancer, lifestyle and early to be part of to a could a for regarding cancer also to be by of secondary and tertiary specialty education and the of and in the are the for specialty practice in cancer nursing care and palliative care is not only about developing but it is also about the for practice and developing effective the and are to influence policy reducing the burden of cancer is not only about reducing the of new cancer this is a important It is also about other It is about individuals access early diagnosis and timely It is about to have individuals and families are about the impact of cancer treatment and of symptoms and side It is about that individuals do not as are It is about cancer survivors live to the of their can key roles in these cancer control But efforts are needed regarding policy, and to across the and their for cancer The cancer burden is increasingThe burden of cancer is rising around the world. In 2012, there were 14 million new cases of cancer diagnosed and 8 million deaths from the disease globally; these numbers are expected to increase to 22 million new cases and 13 million deaths annually by 2030.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar The increase is due to aging populations, and economic, societal and lifestyle changes. There is a strong correlation among socioeconomic level, human development, and cancer.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google ScholarThe global burden of cancer is not rising in a uniform manner.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar,2Lortet-Tieulent J. Georges D. Bray F. Vaccarella S. Profiling global cancer incidence and mortality by socioeconomic development.Int J Cancer. 2020; 147: 3029-3036https://doi.org/10.1002/ijc.33114Crossref PubMed Scopus (33) Google Scholar Given the globalization of economics and lifestyle behaviors is not happening at similar rates, the result is uneven transitions in exposure to causative factors. Cancer is the leading cause of death in many high-income countries and may soon be in middle- and low-income countries as well. Presently, the incidence of cancer is higher in high-income settings, but mortality rates are higher in middle- and low-income settings. Three-quarters of the predicted increase in cancer burden is expected to occur in middle- and low-income countries, locations that are least prepared to handle this The burden of cancer is rising around the world. In 2012, there were 14 million new cases of cancer diagnosed and 8 million deaths from the disease globally; these numbers are expected to increase to 22 million new cases and 13 million deaths annually by 2030.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar The increase is due to aging populations, and economic, societal and lifestyle changes. There is a strong correlation among socioeconomic level, human development, and cancer.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar The global burden of cancer is not rising in a uniform manner.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar,2Lortet-Tieulent J. Georges D. Bray F. Vaccarella S. Profiling global cancer incidence and mortality by socioeconomic development.Int J Cancer. 2020; 147: 3029-3036https://doi.org/10.1002/ijc.33114Crossref PubMed Scopus (33) Google Scholar Given the globalization of economics and lifestyle behaviors is not happening at similar rates, the result is uneven transitions in exposure to causative factors. Cancer is the leading cause of death in many high-income countries and may soon be in middle- and low-income countries as well. Presently, the incidence of cancer is higher in high-income settings, but mortality rates are higher in middle- and low-income settings. Three-quarters of the predicted increase in cancer burden is expected to occur in middle- and low-income countries, locations that are least prepared to handle this The cancer burden is broadThe rising incidence of cancer creates demands for access to diagnosis and treatment facilities. But cancer and its treatment create more than a demand for medical, surgical, and radiation services. Cancer and its treatment have impacts on individuals, families, and societies. There are not only physical impacts but also emotional, social, psychological, spiritual, informational, and practical challenges. It is well documented any of these issues can have a profound influence on the quality of life and eventual cancer related outcomes.3Fitch M.I. Supportive care framework.Can Oncol Nurs J. 2008; 18: 6-14https://doi.org/10.5737/1181912x181614Crossref PubMed Scopus (148) Google Scholar One of the pressing emerging “toxicities,” which is now being recognized for many patients and families is financial. Having to pay for cancer care and medications to manage symptoms and side effects can cripple an individual and family and have an impact long after treatment is finished.As more effective treatments are being implemented, larger proportions of individuals diagnosed with cancer are living longer than in the past, and these numbers are also expected to continue to grow, exceeding 20 million worldwide by 2025.4Miller K.D. Nogueira L. Mariotto A.B. et al.Cancer treatment and survival statistics 2019.CA: Cancer J Clin. 2019; 69: 363-385https://doi.org/10.3322/caac.21565Crossref PubMed Scopus (2254) Google Scholar Many of these survivors continue to live with ongoing consequences of the disease and its treatment and their experience has been likened to living with a chronic illness. Yet, these individuals often experience gaps in their follow-up care. In many countries, survivorship is not yet embraced as part of the cancer continuum.Finally, in countries where the largest proportion of diagnoses are made at a late stage of the disease, palliative care must be a priority. Despite palliative care being declared a human right,5Breitbart W. Palliative care as a human right.Palliat Support Care. 2008; 6 (Dec): 323-325https://doi.org/10.1017/S147895150800015Crossref PubMed Scopus (0) Google Scholar many countries still do not have adequate access to this service, and many individuals are dying in pain and distress. Access to even basic pain management remains a pressing challenge in many locations faced with attitudinal, educational, and policy The rising incidence of cancer creates demands for access to diagnosis and treatment facilities. But cancer and its treatment create more than a demand for medical, surgical, and radiation services. Cancer and its treatment have impacts on individuals, families, and societies. There are not only physical impacts but also emotional, social, psychological, spiritual, informational, and practical challenges. It is well documented any of these issues can have a profound influence on the quality of life and eventual cancer related outcomes.3Fitch M.I. Supportive care framework.Can Oncol Nurs J. 2008; 18: 6-14https://doi.org/10.5737/1181912x181614Crossref PubMed Scopus (148) Google Scholar One of the pressing emerging “toxicities,” which is now being recognized for many patients and families is financial. Having to pay for cancer care and medications to manage symptoms and side effects can cripple an individual and family and have an impact long after treatment is more effective treatments are being implemented, larger proportions of individuals diagnosed with cancer are living longer than in the past, and these numbers are also expected to continue to grow, exceeding 20 million worldwide by 2025.4Miller K.D. Nogueira L. Mariotto A.B. et al.Cancer treatment and survival statistics 2019.CA: Cancer J Clin. 2019; 69: 363-385https://doi.org/10.3322/caac.21565Crossref PubMed Scopus (2254) Google Scholar Many of these survivors continue to live with ongoing consequences of the disease and its treatment and their experience has been likened to living with a chronic illness. Yet, these individuals often experience gaps in their follow-up care. In many countries, survivorship is not yet embraced as part of the cancer in countries where the largest proportion of diagnoses are made at a late stage of the disease, palliative care must be a priority. Despite palliative care being declared a human right,5Breitbart W. Palliative care as a human right.Palliat Support Care. 2008; 6 (Dec): 323-325https://doi.org/10.1017/S147895150800015Crossref PubMed Scopus (0) Google Scholar many countries still do not have adequate access to this service, and many individuals are dying in pain and distress. Access to even basic pain management remains a pressing challenge in many locations faced with attitudinal, educational, and policy strategies are neededThe reality of the increasing cancer burden is driving advocacy efforts and explorations to find strategies that would effectively reduce this challenge and mitigate the impact on individuals, families, health care systems, and societies. The strategies are needed across the cancer continuum beginning with primary prevention and also embracing strategies for secondary and tertiary prevention.A key control strategy to reduce the incidence of cancer is primary prevention or the delivery of programs to populations that would reduce the exposure (potential risk) to factors we know cause the disease. If we were to focus our efforts on the factors we know can be (or potentially are) modifiable, it would increase the likelihood of changing some of the causal influences.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar Currently, based on what we know regarding the causes of cancer, one-third to one-half of all cancers could be prevented.Modifiable risk factors of cancer include tobacco smoke, alcohol, overweight/obesity, insufficient physical activity, solar ultraviolet (UV) radiation, and dietary factors (ie, insufficient fruit, nonstarchy vegetables, and fiber; high intake of processed/red meat; high sat intake). Additionally, there are occupational and infectious causes of cancer, which vary from country to country. These factors contribute in different degrees to different types of cancer, resulting in variation in the types of cancer predominating in different countries. High-income countries have high rates of breast, prostate, colorectal, lung, and endometrial cancers, while low-income countries have high rates of prostate, lung, esophagus, cervical, and breast cancers. The variation has implications for which strategies may be required to raise awareness about the disease in the general population and the focus needed for prevention programs. How to effectively reach target populations and change the necessary lifestyle behavior(s) must be top priorities for prevention research and program development.Although primary prevention strategies are key to reducing the burden of cancer and are likely the most successful and cost-effective approaches for countries to use, secondary and tertiary prevention strategies are also required to ensure early diagnosis and timely access to treatment and mitigate the impacts on the quality of life; barriers to early detection have been identified in many settings and often include person-specific, health care system and societal factors. Finances, attitudes, culture, infrastructure, policy, and societal norms can have important roles in shaping behaviors regarding screening for cancer and attendance at health care facilities.Cancer care is considered a specialty practice requiring additional preparation for all health care professionals beyond their basic preparation. Although designation for cancer care as a specialty has been widely accepted in medicine, surgery, pathology, and radiology disciplines, this has not occurred in many countries for other members of the health care team. For example, nursing care or psychosocial care of cancer patients and their families is not considered a specialty in many countries, and access to the necessary specialty knowledge is limited. Additionally, there are projected shortages of all health care human resources around the globe, which will likely increase the challenge of developing specialty practitioners for cancer care.Consideration of palliative care is also needed if the burden of cancer is to be reduced. Advocates of palliative care have emphasized that all health care professionals require general education in palliative care, while some require special education. A key strategy, as well, is developing programs whereby patients have ready access to opioids for pain management. In countries where such has been strategies to be The reality of the increasing cancer burden is driving advocacy efforts and explorations to find strategies that would effectively reduce this challenge and mitigate the impact on individuals, families, health care systems, and societies. The strategies are needed across the cancer continuum beginning with primary prevention and also embracing strategies for secondary and tertiary A key control strategy to reduce the incidence of cancer is primary prevention or the delivery of programs to populations that would reduce the exposure (potential risk) to factors we know cause the disease. If we were to focus our efforts on the factors we know can be (or potentially are) modifiable, it would increase the likelihood of changing some of the causal influences.1Whiteman D.C. Wilson L.F. The fractions of cancer attributable to modifiable factors: a global review.Cancer Epidemiology. 2016; 44: 203-221https://doi.org/10.1016/j.canep.2016.06.013Crossref PubMed Scopus (128) Google Scholar Currently, based on what we know regarding the causes of cancer, one-third to one-half of all cancers could be risk factors of cancer include tobacco smoke, alcohol, overweight/obesity, insufficient physical activity, solar ultraviolet (UV) radiation, and dietary factors (ie, insufficient fruit, nonstarchy vegetables, and fiber; high intake of processed/red meat; high sat intake). Additionally, there are occupational and infectious causes of cancer, which vary from country to country. These factors contribute in different degrees to different types of cancer, resulting in variation in the types of cancer predominating in different countries. High-income countries have high rates of breast, prostate, colorectal, lung, and endometrial cancers, while low-income countries have high rates of prostate, lung, esophagus, cervical, and breast cancers. The variation has implications for which strategies may be required to raise awareness about the disease in the general population and the focus needed for prevention programs. How to effectively reach target populations and change the necessary lifestyle behavior(s) must be top priorities for prevention research and program Although primary prevention strategies are key to reducing the burden of cancer and are likely the most successful and cost-effective approaches for countries to use, secondary and tertiary prevention strategies are also required to ensure early diagnosis and timely access to treatment and mitigate the impacts on the quality of life; barriers to early detection have been identified in many settings and often include person-specific, health care system and societal factors. Finances, attitudes, culture, infrastructure, policy, and societal norms can have important roles in shaping behaviors regarding screening for cancer and attendance at health care facilities. Cancer care is considered a specialty practice requiring additional preparation for all health care professionals beyond their basic preparation. Although designation for cancer care as a specialty has been widely accepted in medicine, surgery, pathology, and radiology disciplines, this has not occurred in many countries for other members of the health care team. For example, nursing care or psychosocial care of cancer patients and their families is not considered a specialty in many countries, and access to the necessary specialty knowledge is limited. Additionally, there are projected shortages of all health care human resources around the globe, which will likely increase the challenge of developing specialty practitioners for cancer care. of palliative care is also needed if the burden of cancer is to be reduced. Advocates of palliative care have emphasized that all health care professionals require general education in palliative care, while some require special education. A key strategy, as well, is developing programs whereby patients have ready access to opioids for pain management. In countries where such has been strategies to be have a key in reducing the cancer have key roles in cancer control and in the delivery of that could reduce the burden of The of their care their of with the the patients and families in and the of their practice for the cancer it will require efforts in policy and to this The for for and on from Scholar necessary strategies for human and which countries could to have to to the of their preparation. are for the practice of and to have a on which to specialty in a general nursing specialty other than cancer, or in cancer care nursing practice of and tertiary Given the of cancer and the of primary all a of knowledge about the disease. For example, patients about risk factors for cancer, lifestyle and early to be part of to a could a for regarding cancer also to be by of secondary and tertiary specialty education and the of and in the are the for specialty practice in cancer nursing care and palliative care is not only about developing but it is also about the for practice and developing effective the and are to influence policy have key roles in cancer control and in the delivery of that could reduce the burden of The of their care their of with the the patients and families in and the of their practice for the cancer it will require efforts in policy and to this The for for and on from Scholar necessary strategies for human and which countries could to have to to the of their preparation. are for the practice of and to have a on which to specialty in a general nursing specialty other than cancer, or in cancer care nursing practice of and tertiary Given the of cancer and the of primary all a of knowledge about the disease. For example, patients about risk factors for cancer, lifestyle and early to be part of to a could a for regarding cancer also to be by In of secondary and tertiary specialty education and the of and in the are the for specialty practice in cancer nursing care and palliative care is not only about developing but it is also about the for practice and developing effective the and are to influence policy reducing the burden of cancer is not only about reducing the of new cancer this is a important It is also about other It is about individuals access early diagnosis and timely It is about to have individuals and families are about the impact of cancer treatment and of symptoms and side It is about that individuals do not as are It is about cancer survivors live to the of their can key roles in these cancer control But efforts are needed regarding policy, and to across the and their for cancer reducing the burden of cancer is not only about reducing the of new cancer this is a important It is also about other It is about individuals access early diagnosis and timely It is about to have individuals and families are about the impact of cancer treatment and of symptoms and side It is about that individuals do not as are It is about cancer survivors live to the of their
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".