Downloads: 1
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{"timestamp": "2025-02-19T14:50:12.529193", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 12, "message": "Loading data from data/trials.csv", "taskName": "Task-2"}
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{"timestamp": "2025-02-19T15:00:02.882746", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 12, "message": "Loading data from data/trials.csv", "taskName": "Task-2"}
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{"timestamp": "2025-02-19T15:00:28.564471", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 12, "message": "Loading data from ../data/trials.csv", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:00:28.597267", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 14, "message": "Successfully loaded 1759 records", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:00:28.603554", "level": "INFO", "name": "__main__", "module": "3586560068", "function": "text_analyse", "line": 72, "message": "\nText length statistics per class:", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:00:28.606057", "level": "INFO", "name": "__main__", "module": "3586560068", "function": "text_analyse", "line": 73, "message": "\n Count Mean Std Min Max Q1 \\\nlabel \nALS 368 1723.85 1720.49 38 13400 711.25 \nDementia 368 2414.52 2433.44 73 14976 899.50 \nObsessive Compulsive Disorder 358 2212.34 2437.94 9 21765 853.75 \nParkinson\u2019s Disease 330 1740.59 1762.82 24 11737 618.00 \nScoliosis 335 1963.01 1929.05 9 11880 743.50 \n\n Q3 \nlabel \nALS 2065.00 \nDementia 2930.00 \nObsessive Compulsive Disorder 2564.50 \nParkinson\u2019s Disease 2219.75 \nScoliosis 2460.50 ", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:00:59.249848", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 12, "message": "Loading data from ../data/trials.csv", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:00:59.282578", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 14, "message": "Successfully loaded 1759 records", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:00:59.286908", "level": "INFO", "name": "__main__", "module": "3586560068", "function": "text_analyse", "line": 72, "message": "\nText length statistics per class:", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:00:59.288908", "level": "INFO", "name": "__main__", "module": "3586560068", "function": "text_analyse", "line": 73, "message": "\n Count Mean Std Min Max Q1 \\\nlabel \nALS 368 1723.85 1720.49 38 13400 711.25 \nDementia 368 2414.52 2433.44 73 14976 899.50 \nObsessive Compulsive Disorder 358 2212.34 2437.94 9 21765 853.75 \nParkinson\u2019s Disease 330 1740.59 1762.82 24 11737 618.00 \nScoliosis 335 1963.01 1929.05 9 11880 743.50 \n\n Q3 \nlabel \nALS 2065.00 \nDementia 2930.00 \nObsessive Compulsive Disorder 2564.50 \nParkinson\u2019s Disease 2219.75 \nScoliosis 2460.50 ", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.149774", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 12, "message": "Loading data from ../data/trials.csv", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.191828", "level": "INFO", "name": "__main__", "module": "1288360059", "function": "load_data", "line": 14, "message": "Successfully loaded 1759 records", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.196261", "level": "INFO", "name": "__main__", "module": "3871617418", "function": "text_analyse", "line": 72, "message": "\nText length statistics per class:", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.197901", "level": "INFO", "name": "__main__", "module": "3871617418", "function": "text_analyse", "line": 73, "message": "\n Count Mean Std Min Max Q1 \\\nlabel \nALS 368 1723.85 1720.49 38 13400 711.25 \nDementia 368 2414.52 2433.44 73 14976 899.50 \nObsessive Compulsive Disorder 358 2212.34 2437.94 9 21765 853.75 \nParkinson\u2019s Disease 330 1740.59 1762.82 24 11737 618.00 \nScoliosis 335 1963.01 1929.05 9 11880 743.50 \n\n Q3 \nlabel \nALS 2065.00 \nDementia 2930.00 \nObsessive Compulsive Disorder 2564.50 \nParkinson\u2019s Disease 2219.75 \nScoliosis 2460.50 ", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.407855", "level": "INFO", "name": "__main__", "module": "3871617418", "function": "plot_length_distribution", "line": 62, "message": "Plot saved to figures/text_length_distribution.png", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.408251", "level": "INFO", "name": "__main__", "module": "3871617418", "function": "text_analyse", "line": 83, "message": "\nOverall statistics:", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.408481", "level": "INFO", "name": "__main__", "module": "3871617418", "function": "text_analyse", "line": 84, "message": "Mean text length: 2016.46 characters", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.408790", "level": "INFO", "name": "__main__", "module": "3871617418", "function": "text_analyse", "line": 85, "message": "Standard deviation: 2103.19 characters", "taskName": "Task-2"}
{"timestamp": "2025-02-19T15:02:10.409598", "level": "INFO", "name": "__main__", "module": "3871617418", "function": "text_analyse", "line": 90, "message": "\nNumber of outliers (|z-score| > 3): 46", "taskName": "Task-2"}
{"timestamp": "2025-02-19T16:05:41.313539", "level": "INFO", "name": "__main__", "module": "213583333", "function": "load_data", "line": 12, "message": "Loading data from ../data/trials.csv", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:41.356774", "level": "INFO", "name": "__main__", "module": "213583333", "function": "load_data", "line": 14, "message": "Successfully loaded 1759 records", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:52.050116", "level": "INFO", "name": "__main__", "module": "1777717845", "function": "<module>", "line": 3, "message": "\nText length statistics per class:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:52.052547", "level": "INFO", "name": "__main__", "module": "1777717845", "function": "<module>", "line": 4, "message": "\n Count Mean Std Min Max Q1 \\\nlabel \nALS 368 1723.85 1720.49 38 13400 711.25 \nDementia 368 2414.52 2433.44 73 14976 899.50 \nObsessive Compulsive Disorder 358 2212.34 2437.94 9 21765 853.75 \nParkinson\u2019s Disease 330 1740.59 1762.82 24 11737 618.00 \nScoliosis 335 1963.01 1929.05 9 11880 743.50 \n\n Q3 \nlabel \nALS 2065.00 \nDementia 2930.00 \nObsessive Compulsive Disorder 2564.50 \nParkinson\u2019s Disease 2219.75 \nScoliosis 2460.50 ", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:52.221748", "level": "INFO", "name": "__main__", "module": "2437702475", "function": "plot_length_distribution", "line": 62, "message": "Plot saved to figures/text_length_distribution.png", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:52.222204", "level": "INFO", "name": "__main__", "module": "1777717845", "function": "<module>", "line": 14, "message": "\nOverall statistics:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:52.222466", "level": "INFO", "name": "__main__", "module": "1777717845", "function": "<module>", "line": 15, "message": "Mean text length: 2016.46 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:52.222898", "level": "INFO", "name": "__main__", "module": "1777717845", "function": "<module>", "line": 16, "message": "Standard deviation: 2103.19 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:05:52.223792", "level": "INFO", "name": "__main__", "module": "1777717845", "function": "<module>", "line": 21, "message": "\nNumber of outliers (|z-score| > 3): 46", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.864084", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "plot_vocabulary_statistics", "line": 123, "message": "Plot saved to figures/vocabulary_distribution.png", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.864532", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 133, "message": "\nClass: ALS", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.864854", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 134, "message": "Unique words: 8491", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.865154", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 135, "message": "Total words: 56404", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.865431", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 136, "message": "Average words per document: 153.27", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.865729", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 137, "message": "Top 10 words:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.865936", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - als: 1315", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.866205", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - patients: 981", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.866538", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - study: 923", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.866742", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - disease: 498", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.867060", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - treatment: 418", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.867371", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - clinical: 355", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.867579", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - subjects: 317", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.867814", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - motor: 277", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.868257", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - months: 220", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.868535", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - lateral: 207", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.868954", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 133, "message": "\nClass: Obsessive Compulsive Disorder", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.869228", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 134, "message": "Unique words: 9539", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.869768", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 135, "message": "Total words: 69157", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.870211", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 136, "message": "Average words per document: 193.18", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.870513", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 137, "message": "Top 10 words:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.870828", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - treatment: 1103", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.871147", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - ocd: 917", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.871447", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - study: 865", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.871881", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - patients: 688", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.872179", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - participants: 445", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.872543", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - anxiety: 382", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.872751", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - disorder: 322", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.873041", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - clinical: 322", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.873309", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - weeks: 295", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.873586", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - therapy: 275", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.873793", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 133, "message": "\nClass: Parkinson\u2019s Disease", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.873963", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 134, "message": "Unique words: 8251", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.874137", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 135, "message": "Total words: 50813", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.874317", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 136, "message": "Average words per document: 153.98", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.874547", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 137, "message": "Top 10 words:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.874705", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - pd: 889", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.874866", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - patients: 730", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.875028", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - study: 666", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.875278", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - disease: 636", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.875430", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - parkinsons: 498", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.875572", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - treatment: 313", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.875729", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - motor: 293", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.875905", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - clinical: 251", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.876222", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - participants: 240", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.876415", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - symptoms: 222", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.876748", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 133, "message": "\nClass: Dementia", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.877130", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 134, "message": "Unique words: 10282", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.877548", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 135, "message": "Total words: 77636", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.877861", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 136, "message": "Average words per document: 210.97", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.878204", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 137, "message": "Top 10 words:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.878448", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - dementia: 1475", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.878708", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - care: 877", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.879176", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - study: 859", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:08:07.879491", "level": "INFO", "name": "__main__", "module": "4028163496", "function": "print_class_insights", "line": 139, "message": " - intervention: 725", "taskName": "Task-4"}
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{"timestamp": "2025-02-19T16:45:22.229141", "level": "INFO", "name": "__main__", "module": "2436038805", "function": "print_vocabulary_insights", "line": 120, "message": " - fusion: 0.0331", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:45:22.229383", "level": "INFO", "name": "__main__", "module": "2436038805", "function": "print_vocabulary_insights", "line": 120, "message": " - deformity: 0.0295", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:45:22.229625", "level": "INFO", "name": "__main__", "module": "2436038805", "function": "print_vocabulary_insights", "line": 120, "message": " - surgical: 0.0289", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:45:22.229949", "level": "INFO", "name": "__main__", "module": "1529995797", "function": "<module>", "line": 21, "message": "\nVocabulary Overlap Summary:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T16:45:22.231147", "level": "INFO", "name": "__main__", "module": "1529995797", "function": "<module>", "line": 22, "message": "\n ALS Obsessive Compulsive Disorder \\\nALS 1.000000 0.111111 \nObsessive Compulsive Disorder 0.111111 1.000000 \nParkinson\u2019s Disease 0.250000 0.250000 \nDementia 0.111111 0.212121 \nScoliosis 0.081081 0.081081 \n\n Parkinson\u2019s Disease Dementia Scoliosis \nALS 0.250000 0.111111 0.081081 \nObsessive Compulsive Disorder 0.250000 0.212121 0.081081 \nParkinson\u2019s Disease 1.000000 0.250000 0.111111 \nDementia 0.250000 1.000000 0.111111 \nScoliosis 0.111111 0.111111 1.000000 ", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.599019", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "plot_outlier_distribution", "line": 90, "message": "Plot saved to figures/outlier_analysis.png", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.599636", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 95, "message": "\nDisease Class: ALS", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.600044", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 96, "message": "Total samples: 368", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.600452", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 97, "message": "Number of outliers: 22", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.600810", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 98, "message": "Outlier percentage: 5.98%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.601068", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 99, "message": "Normal range (Q1-Q3): 711 - 2065", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.601474", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 100, "message": "Outlier threshold: > 4096", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.601874", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 103, "message": "\nTop 3 outlier examples:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.602403", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 13400 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.602755", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Introduction Amyotrophic lateral sclerosis (ALS) is a fatal disease with progressive muscle weakness...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.603077", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.603434", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 11963 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.603776", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Amyotrophic lateral sclerosis (ALS) is a progressive, deadly, neurodegenerative disease which affect...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.604101", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.604480", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 11331 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.604791", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Background||In the early 1990s Genervon hypothesized that Central Nervous System / Peripheral Nervou...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.605200", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.605613", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 95, "message": "\nDisease Class: Obsessive Compulsive Disorder", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.605998", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 96, "message": "Total samples: 358", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.606267", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 97, "message": "Number of outliers: 31", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.606511", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 98, "message": "Outlier percentage: 8.66%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.606823", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 99, "message": "Normal range (Q1-Q3): 854 - 2564", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.607113", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 100, "message": "Outlier threshold: > 5131", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.607415", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 103, "message": "\nTop 3 outlier examples:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.607714", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 21765 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.607980", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: RECRUITMENT:||Potential participants will be referred to our program by their treating clinicians, w...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.608252", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.608684", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 13899 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.608970", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: METHODOLOGY:||This study is planned as a placebo-controlled, interventional study of parallel groups...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.609232", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.609557", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 12319 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.609903", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Background:||Obsessive-compulsive disorder (OCD) is a highly debilitating disorder with a lifetime p...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.610262", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.610495", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 95, "message": "\nDisease Class: Parkinson\u2019s Disease", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.610798", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 96, "message": "Total samples: 330", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.611043", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 97, "message": "Number of outliers: 22", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.611316", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 98, "message": "Outlier percentage: 6.67%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.611735", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 99, "message": "Normal range (Q1-Q3): 618 - 2220", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.612084", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 100, "message": "Outlier threshold: > 4622", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.612447", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 103, "message": "\nTop 3 outlier examples:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.612892", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 11737 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.613306", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Background The Parkinson's Disease Nurse Specialist (PDNS) can fulfill a pivotal role in the multidi...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.613653", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.614098", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 9658 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.614405", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Parkinson's disease (PD) is a chronic and progressive movement disorder, mainly due to an altered mo...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.614707", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.615105", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 9318 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.615491", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: BACKGROUND||Basal Ganglia dysfunction in Parkinson's Disease (PD) induces gait impairment such as sh...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.615789", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.616220", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 95, "message": "\nDisease Class: Dementia", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.616457", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 96, "message": "Total samples: 368", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.616721", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 97, "message": "Number of outliers: 30", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.616982", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 98, "message": "Outlier percentage: 8.15%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.617208", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 99, "message": "Normal range (Q1-Q3): 900 - 2930", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.617402", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 100, "message": "Outlier threshold: > 5976", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.617755", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 103, "message": "\nTop 3 outlier examples:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.618175", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 14976 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.618622", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Alzheimer's dementia (AD) is a major public health challenge for our century. Research into pharmace...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.618974", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.619299", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 14306 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.619560", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Introduction Dementia The estimated prevalence of dementia in Denmark is 85.000 (2011) and the globa...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.619783", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.620044", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 12276 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.620403", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: The in-home respite intervention group will receive in-home respite care also called \"Baluchonnage\"....", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.620663", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.621132", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 95, "message": "\nDisease Class: Scoliosis", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.621510", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 96, "message": "Total samples: 335", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.621705", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 97, "message": "Number of outliers: 22", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.622060", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 98, "message": "Outlier percentage: 6.57%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.622351", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 99, "message": "Normal range (Q1-Q3): 744 - 2460", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.622550", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 100, "message": "Outlier threshold: > 5036", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.622886", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 103, "message": "\nTop 3 outlier examples:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.623328", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 11880 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.623587", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: Detailed description 1 Indications and Treatment of Adult Kypho- Scoliosis (INTRAKS Study) 2. Backgr...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.623929", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.624427", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 11462 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.624860", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: 1.1 Adult degenerative scoliosis. Scoliosis is a 3D spine deformity including frontal curves, verteb...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.625182", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.625555", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 105, "message": "Length: 10980 characters", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.625920", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 106, "message": "First 100 chars: By identifying the patients for whom the model predicts a significant progression the investigators ...", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:20:52.626341", "level": "INFO", "name": "__main__", "module": "3437557200", "function": "print_outlier_insights", "line": 107, "message": "---", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.081411", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 103, "message": "\n=== ALS Outlier Analysis ===", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.081836", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 110, "message": "\nCommon Sections (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.082233", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- methodology: 36.4%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.082604", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- inclusion_criteria: 18.2%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.082920", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- exclusion_criteria: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.083232", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- study_design: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.083605", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- background: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.083818", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- outcome_measures: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.084135", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- statistical_analysis: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.084672", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 119, "message": "\nStructural Characteristics:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.084978", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 120, "message": "- Average sentences: 32.0", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.085221", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 121, "message": "- Average sentence length: 35.1 words", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.085505", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 122, "message": "- Presence of lists: 63.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.085723", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 129, "message": "\nMedical Content (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.086030", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_demographics: 86.4%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.086239", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_duration: 81.8%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.086525", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_procedures: 72.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.086792", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_dosage: 22.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.087103", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_medical_tests: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.087420", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 103, "message": "\n=== Obsessive Compulsive Disorder Outlier Analysis ===", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.087825", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 110, "message": "\nCommon Sections (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.088091", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- methodology: 74.2%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.088282", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- exclusion_criteria: 29.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.088457", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- background: 25.8%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.088732", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- study_design: 16.1%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.089016", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- outcome_measures: 16.1%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.089281", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- inclusion_criteria: 12.9%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.089590", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- statistical_analysis: 12.9%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.089885", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 119, "message": "\nStructural Characteristics:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.090231", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 120, "message": "- Average sentences: 41.5", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.090533", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 121, "message": "- Average sentence length: 32.8 words", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.090905", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 122, "message": "- Presence of lists: 64.5%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.091246", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 129, "message": "\nMedical Content (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.091599", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_procedures: 93.5%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.091885", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_demographics: 87.1%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.092127", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_duration: 74.2%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.092442", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_medical_tests: 32.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.092916", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_dosage: 6.5%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.093336", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 103, "message": "\n=== Parkinson\u2019s Disease Outlier Analysis ===", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.093746", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 110, "message": "\nCommon Sections (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.094188", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- methodology: 40.9%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.094516", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- inclusion_criteria: 31.8%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.094788", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- background: 31.8%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.095138", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- statistical_analysis: 27.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.095403", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- outcome_measures: 22.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.095783", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- exclusion_criteria: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.096154", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- study_design: 9.1%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.096434", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 119, "message": "\nStructural Characteristics:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.096748", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 120, "message": "- Average sentences: 33.1", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.097190", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 121, "message": "- Average sentence length: 35.8 words", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.097513", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 122, "message": "- Presence of lists: 63.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.097753", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 129, "message": "\nMedical Content (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.098183", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_demographics: 86.4%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.098514", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_procedures: 77.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.098730", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_duration: 50.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.099028", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_medical_tests: 22.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.099307", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_dosage: 9.1%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.099564", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 103, "message": "\n=== Dementia Outlier Analysis ===", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.099828", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 110, "message": "\nCommon Sections (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.100082", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- methodology: 66.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.100344", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- background: 56.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.100716", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- outcome_measures: 30.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.100950", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- statistical_analysis: 23.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.101270", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- inclusion_criteria: 16.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.101581", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- exclusion_criteria: 10.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.101876", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- study_design: 6.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.102221", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 119, "message": "\nStructural Characteristics:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.102543", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 120, "message": "- Average sentences: 43.5", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.102859", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 121, "message": "- Average sentence length: 32.4 words", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.103148", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 122, "message": "- Presence of lists: 66.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.103502", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 129, "message": "\nMedical Content (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.103764", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_demographics: 100.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.104071", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_procedures: 90.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.104258", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_duration: 86.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.104543", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_medical_tests: 13.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.104896", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_dosage: 3.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.105099", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 103, "message": "\n=== Scoliosis Outlier Analysis ===", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.105438", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 110, "message": "\nCommon Sections (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.105716", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- methodology: 90.9%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.106071", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- exclusion_criteria: 31.8%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.106566", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- inclusion_criteria: 27.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.106919", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- background: 27.3%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.107125", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- outcome_measures: 22.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.107537", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- study_design: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.107905", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 112, "message": "- statistical_analysis: 13.6%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.108260", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 119, "message": "\nStructural Characteristics:", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.108465", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 120, "message": "- Average sentences: 38.9", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.108757", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 121, "message": "- Average sentence length: 31.5 words", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.109044", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 122, "message": "- Presence of lists: 72.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.109318", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 129, "message": "\nMedical Content (% presence):", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.109739", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_procedures: 100.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.110047", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_demographics: 100.0%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.110417", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_duration: 72.7%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.110805", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_dosage: 18.2%", "taskName": "Task-4"}
{"timestamp": "2025-02-19T17:28:03.111100", "level": "INFO", "name": "__main__", "module": "3678857319", "function": "print_outlier_insights", "line": 131, "message": "- has_medical_tests: 13.6%", "taskName": "Task-4"}