PHPMem v2.0.1
Version
1.6.45
Uptime
15 days 10 hours 42 seconds
Memory
Total
512MB
Used
24,01MB (4.69%)
Free
487,99MB
Keys
Current
27 649
Total (since start)
33 978
Evictions
0
Reclaimed
161
Expired Unfetched
0
Evicted Unfetched
0
Connections
Current
12 / 1 024 max
Total
171 205
Rejected
0
llm:45885331bc916b0f2d1e0b9bdb799d60512b66421568dcf7486841327677c142
Edit
```json
{
"classifications": [
{"column": "STUDYID", "role": "identifier", "confidence": 1.0, "reason": "Study identifier, used to identify the study; 1 distinct value across all rows"},
{"column": "DOMAIN", "role": "dimension", "confidence": 1.0, "reason": "Domain category (AE = Adverse Events), constant but represents a classification"},
{"column": "USUBJID", "role": "identifier", "confidence": 1.0, "reason": "Unique subject identifier, used to identify individual subjects across tables"},
{"column": "AESEQ", "role": "identifier", "confidence": 1.0, "reason": "Adverse event sequence number, identifies specific AE records within a subject"},
{"column": "AESPID", "role": "identifier", "confidence": 1.0, "reason": "Adverse event sponsor-defined identifier (E01, E02, etc.), used to identify specific events"},
{"column": "AETERM", "role": "attribute", "confidence": 0.95, "reason": "Reported term for adverse event, descriptive text displayed but not aggregated"},
{"column": "AELLT", "role": "dimension", "confidence": 0.85, "reason": "Lowest level term from medical dictionary, 326 distinct values used for grouping/filtering"},
{"column": "AELLTCD", "role": "dimension", "confidence": 0.6, "reason": "Code for lowest level term, though currently only missing values"},
{"column": "AEDECOD", "role": "dimension", "confidence": 0.9, "reason": "Dictionary-derived term, 242 distinct values used for standardized grouping"},
{"column": "AEPTCD", "role": "dimension", "confidence": 0.6, "reason": "Preferred term code, though currently only missing values"},
{"column": "AEHLT", "role": "dimension", "confidence": 0.9, "reason": "High level term from medical hierarchy, 242 distinct values for grouping"},
{"column": "AEHLTCD", "role": "dimension", "confidence": 0.6, "reason": "High level term code, though currently only missing values"},
{"column": "AEHLGT", "role": "dimension", "confidence": 0.9, "reason": "High level group term, 242 distinct values for hierarchical grouping"},
{"column": "AEHLGTCD", "role": "dimension", "confidence": 0.6, "reason": "High level group term code, though currently only missing values"},
{"column": "AEBODSYS", "role": "dimension", "confidence": 1.0, "reason": "Body system classification, 23 distinct categories for grouping adverse events"},
{"column": "AEBDSYCD", "role": "dimension", "confidence": 0.6, "reason": "Body system code, though currently only missing values"},
{"column": "AESOC", "role": "dimension", "confidence": 1.0, "reason": "System organ class, 23 distinct categories for high-level grouping"},
{"column": "AESOCCD", "role": "dimension", "confidence": 0.6, "reason": "System organ class code, though currently only missing values"},
{"column": "AESEV", "role": "dimension", "confidence": 1.0, "reason": "Severity category (MILD/MODERATE/SEVERE), used for filtering and grouping"},
{"column": "AESER", "role": "dimension", "confidence": 1.0, "reason": "Serious event flag (Y/N), boolean dimension for filtering"},
{"column": "AEACN", "role": "dimension", "confidence": 0.7, "reason": "Action taken, though currently only missing values"},
{"column": "AEREL", "role": "dimension", "confidence": 1.0, "reason": "Relationship to treatment (NONE/POSSIBLE/PROBABLE/REMOTE), 5 categories for grouping"},
{"column": "AEOUT", "role": "dimension", "confidence": 1.0, "reason": "Outcome category (FATAL/NOT RECOVERED/RECOVERED), 3 distinct values for grouping"},
{"column": "AESCAN", "role": "dimension", "confidence": 1.0, "reason": "Involves cancer flag (Y/N), boolean dimension for filtering"},
{"column": "AESCONG", "role": "dimension", "confidence": 1.0, "reason": "Congenital anomaly flag (N only), boolean dimension"},
{"column": "AESDISAB", "role": "dimension", "confidence": 1.0, "reason": "Disability flag (Y/N), boolean dimension for filtering"},
{"column": "AESDTH", "role": "dimension", "confidence": 1.0, "reason": "Death flag (Y/N), boolean dimension for filtering"},
{"column": "AESHOSP", "role": "dimension", "confidence": 1.0, "reason": "Hospitalization flag (Y/N), boolean dimension for filtering"},
{"column": "AESLIFE", "role": "dimension", "confidence": 1.0, "reason": "Life-threatening flag (Y/N), boolean dimension for filtering"},
{"column": "AESOD", "role": "dimension", "confidence": 1.0, "reason": "Significant overdose flag (N only), boolean dimension"},
{"column": "AEDTC", "role": "dimension", "confidence": 1.0, "reason": "Date of adverse event, 453 distinct dates used for time-based grouping and filtering"},
{"column": "AESTDTC", "role": "dimension", "confidence": 0.95, "reason": "Start date/time of adverse event, 438 distinct values for temporal analysis"},
{"column": "AEENDTC", "role": "dimension", "confidence": 0.95, "reason": "End date/time of adverse event, 281 distinct values for temporal analysis"},
{"column": "AESTDY", "role": "dimension", "confidence": 0.9, "reason": "Study day of start, 173 distinct values used for temporal grouping"},
{"column": "AEENDY", "role": "dimension", "confidence": 0.9, "reason": "Study day of end, 146 distinct values used for temporal grouping"}
]
}
```