| { |
| "absolute_id": 360, |
| "persona": "Researcher", |
| "task": "Task name: Write \"Analysis Report on the Evolution of Urban-Rural and Gender Differences in Malignant Tumor Mortality Rates in China (1973-2018)\"\n\nTask background: As a researcher in the field of public health, you are required to submit an in-depth analysis report on the long-term trend of malignant tumor mortality in my country to the National Health Commission. You have at hand historical mortality statistics stratified by total, female, urban, rural. The report needs to reveal changes in the distribution of cancer types among different groups of people and in different regions, and make targeted recommendations.\n\nTask goal: Please complete a complete analysis report (PDF format) based on all Excel files in the data/input/ directory, and attach key visualization charts. Specific requirements:\n\nExtract the mortality data of major cancer types (such as lung cancer, liver cancer, gastric cancer, esophageal cancer) from 1973 to 2018 from four files: \"Total\", \"Female\", \"Urban\" and \"Rural\", generate the following chart and embed it in the report text:\n\nLine chart of time trends of four cancer types in the total population.\n\nBar chart comparing the mortality rates of the top five cancer types in urban and rural areas in 2018.\n\nChange curve of mortality rate of female-specific cancer types (breast cancer, cervical cancer).\n\nCompare mortality data between urban and rural areas, analyze the cancer types with the greatest differences between urban and rural areas, and explore possible reasons (such as distribution of medical resources, environmental factors, etc.).\n\nAnalyze the differences between women and the total data, point out the gender-specific changes in cancer types, and try to explain them with reference to the literature.\n\nThe final report must include a description of data sources, statistical methods, conclusions and policy recommendations.\n\nThe output file is saved as output/multidimensional_malignant_tumor_analysis_report.pdf.", |
| "task_diff": "hard", |
| "output_files": [ |
| "multidimensional_malignant_tumor_analysis_report.pdf" |
| ], |
| "rubrics": [ |
| "In the time trend chart of the four major types of cancer in the total population, are the death rates for lung cancer from 1973 to 1975 7.09 1/100,000, liver cancer 12.54, gastric cancer 19.54, and esophageal cancer 18.83?", |
| "In the time trend chart of the four major cancer types in the total population, is the death rate for lung cancer in 2018 48.49 1/100,000, liver cancer 24.11, gastric cancer 19.76, and esophageal cancer 14.32?", |
| "Does the lung cancer death rate increase by more than 580% from 1973-1975 to 2018 correctly indicate a continued upward trend?", |
| "In the 2018 urban and rural mortality comparison table, is the lung cancer mortality rate in urban areas 49.77 and in rural areas 47.44? Is the difference +2.33?", |
| "In the 2018 urban and rural mortality comparison table, is the esophageal cancer mortality rate in urban areas 11.47 and in rural areas 16.66? Is the difference -5.19?", |
| "In the 2018 urban and rural mortality comparison table, is the colorectal cancer mortality rate in urban areas 17.03 and in rural areas 12.46? Is the difference +4.57?", |
| "Does the report point out that esophageal cancer is the cancer type with the largest absolute difference in mortality between urban and rural areas, with a difference of 5.19 1/100,000?", |
| "Does the report indicate that the colorectal cancer mortality rate for boys and girls in urban areas is significantly higher than that in rural areas, with the ratio (urban/rural) reaching 1.37?", |
| "In the trend chart of female-specific cancer types, is the female breast cancer mortality rate from 1973 to 1975 3.37, and is the cervical cancer mortality rate 10.7?", |
| "In the trend chart of female-specific cancer types, is the mortality rate of female breast cancer in 2018 9.66 and that of cervical cancer 5.72?", |
| "Does the report correctly show that the female breast cancer mortality rate continued to increase from 1973 to 2018, with an increase of 186.9%?", |
| "Is the report correct in showing that cervical cancer death rates dropped by 46.5% from 1973 to 2018?", |
| "Is the female breast cancer mortality rate of 9.66 in 2018 compared with the total population data in the report?", |
| "Does the report include a line chart showing the time trends of the four major cancer types in the total population?", |
| "Does the report include a bar chart comparing the mortality rates of the top five cancer types in urban and rural areas in 2018?", |
| "Does the report include a graph of mortality changes for female-specific cancers (breast cancer, cervical cancer)?", |
| "Has the report analyzed the cancer types with the greatest differences between urban and rural areas, and explored the causes from four aspects: lifestyle, nutrition, medical resources, and environment?", |
| "Did the report analyze the gender difference in lung cancer and point out that the total mortality rate of 48.49 in 2018 was approximately 1.65 times the female mortality rate of 29.36?", |
| "Does the report include a complete reference list with at least 4 references listed?", |
| "Does the final structure of the report include six main parts: description of data sources, statistical methods, main results, discussion, conclusions and policy recommendations?", |
| "Does the policy recommendation section contain at least 5 targeted suggestions, covering the five aspects of differentiated prevention and control, tobacco control, female screening, healthy lifestyle, and balanced medical resources?" |
| ], |
| "rubric_types": [ |
| "Basic Evaluation", |
| "Basic Evaluation", |
| "Outcome Evaluation", |
| "Basic Evaluation", |
| "Basic Evaluation", |
| "Basic Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Basic Evaluation", |
| "Basic Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Process Evaluation", |
| "Process Evaluation", |
| "Process Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Basic Evaluation", |
| "Process Evaluation", |
| "Outcome Evaluation" |
| ], |
| "file_dep_graph": [ |
| { |
| "from": "10-7_top_10_malignant_tumor_mortality_rates_overall.xlsx", |
| "to": "10-9_top_10_malignant_tumor_mortality_rates_female.xlsx" |
| }, |
| { |
| "from": "10-7_top_10_malignant_tumor_mortality_rates_overall.xlsx", |
| "to": "10-10_top_10_malignant_tumor_mortality_rates_urban.xlsx" |
| }, |
| { |
| "from": "10-7_top_10_malignant_tumor_mortality_rates_overall.xlsx", |
| "to": "10-11_top_10_malignant_tumor_mortality_rates_rural.xlsx" |
| }, |
| { |
| "from": "10-10_top_10_malignant_tumor_mortality_rates_urban.xlsx", |
| "to": "10-11_top_10_malignant_tumor_mortality_rates_rural.xlsx" |
| } |
| ], |
| "data_manifest": [ |
| { |
| "filename": "10-7_top_10_malignant_tumor_mortality_rates_overall.xlsx", |
| "stored_relpath": "data/10-7_top_10_malignant_tumor_mortality_rates_overall.xlsx" |
| }, |
| { |
| "filename": "10-9_top_10_malignant_tumor_mortality_rates_female.xlsx", |
| "stored_relpath": "data/10-9_top_10_malignant_tumor_mortality_rates_female.xlsx" |
| }, |
| { |
| "filename": "10-10_top_10_malignant_tumor_mortality_rates_urban.xlsx", |
| "stored_relpath": "data/10-10_top_10_malignant_tumor_mortality_rates_urban.xlsx" |
| }, |
| { |
| "filename": "10-11_top_10_malignant_tumor_mortality_rates_rural.xlsx", |
| "stored_relpath": "data/10-11_top_10_malignant_tumor_mortality_rates_rural.xlsx" |
| } |
| ], |
| "tested_capabilities": [ |
| "Task-Providing File Utilization", |
| "Result-Providing Files Utilization", |
| "Semantic Content Relations Understanding" |
| ] |
| } |
|
|
