PHPMem v2.0.1
Version
1.6.45
Uptime
15 days 14 hours 9 minutes 26 seconds
Memory
Total
512MB
Used
9,38MB (1.83%)
Free
502,62MB
Keys
Current
11 436
Total (since start)
35 066
Evictions
0
Reclaimed
738
Expired Unfetched
0
Evicted Unfetched
0
Connections
Current
14 / 1 024 max
Total
174 793
Rejected
0
llm:2b9a76471a265ec86b62aba2b759fc9ec37e2790093ce3af87c8bda91618b199
Edit
```json
{
"classifications": [
{"column": "STUDYID", "label": "none", "confidence": 1.0, "reason": "Study identifier - constant across all rows, not session-related"},
{"column": "DOMAIN", "label": "none", "confidence": 1.0, "reason": "Domain identifier - constant value 'AE', metadata not session-related"},
{"column": "USUBJID", "label": "session_entity", "confidence": 1.0, "reason": "Unique subject identifier with 225 distinct values and ~5 rows per subject - the entity experiencing adverse events"},
{"column": "AESEQ", "label": "time_axis", "confidence": 0.9, "reason": "Adverse event sequence number - orders events within a subject's timeline"},
{"column": "AESPID", "label": "session", "confidence": 0.85, "reason": "Adverse event sponsor-defined identifier - identifies individual AE episodes"},
{"column": "AETERM", "label": "none", "confidence": 1.0, "reason": "Adverse event term - descriptive attribute of the event"},
{"column": "AELLT", "label": "none", "confidence": 1.0, "reason": "Lowest level term - descriptive classification"},
{"column": "AELLTCD", "label": "none", "confidence": 1.0, "reason": "Code for lowest level term - all missing values"},
{"column": "AEDECOD", "label": "none", "confidence": 1.0, "reason": "Dictionary-derived term - descriptive attribute"},
{"column": "AEPTCD", "label": "none", "confidence": 1.0, "reason": "Preferred term code - all missing values"},
{"column": "AEHLT", "label": "none", "confidence": 1.0, "reason": "High level term - descriptive classification"},
{"column": "AEHLTCD", "label": "none", "confidence": 1.0, "reason": "High level term code - all missing values"},
{"column": "AEHLGT", "label": "none", "confidence": 1.0, "reason": "High level group term - descriptive classification"},
{"column": "AEHLGTCD", "label": "none", "confidence": 1.0, "reason": "High level group term code - all missing values"},
{"column": "AEBODSYS", "label": "none", "confidence": 1.0, "reason": "Body system classification - descriptive attribute"},
{"column": "AEBDSYCD", "label": "none", "confidence": 1.0, "reason": "Body system code - all missing values"},
{"column": "AESOC", "label": "none", "confidence": 1.0, "reason": "System organ class - descriptive classification"},
{"column": "AESOCCD", "label": "none", "confidence": 1.0, "reason": "System organ class code - all missing values"},
{"column": "AESEV", "label": "none", "confidence": 1.0, "reason": "Severity - descriptive attribute of the event"},
{"column": "AESER", "label": "none", "confidence": 1.0, "reason": "Serious event flag - descriptive attribute"},
{"column": "AEACN", "label": "none", "confidence": 1.0, "reason": "Action taken - all missing values"},
{"column": "AEREL", "label": "none", "confidence": 1.0, "reason": "Relationship to treatment - descriptive attribute"},
{"column": "AEOUT", "label": "none", "confidence": 1.0, "reason": "Outcome - descriptive attribute of the event"},
{"column": "AESCAN", "label": "none", "confidence": 1.0, "reason": "Involves cancer flag - descriptive attribute"},
{"column": "AESCONG", "label": "none", "confidence": 1.0, "reason": "Congenital anomaly flag - constant value"},
{"column": "AESDISAB", "label": "none", "confidence": 1.0, "reason": "Disability flag - descriptive attribute"},
{"column": "AESDTH", "label": "none", "confidence": 1.0, "reason": "Death flag - descriptive attribute"},
{"column": "AESHOSP", "label": "none", "confidence": 1.0, "reason": "Hospitalization flag - descriptive attribute"},
{"column": "AESLIFE", "label": "none", "confidence": 1.0, "reason": "Life threatening flag - descriptive attribute"},
{"column": "AESOD", "label": "none", "confidence": 1.0, "reason": "Occurred with overdose flag - constant value"},
{"column": "AEDTC", "label": "none", "confidence": 0.7, "reason": "Adverse event date - timestamp but not clearly ordering within subject (453 distinct dates for 1191 rows)"},
{"column": "AESTDTC", "label": "none", "confidence": 1.0, "reason": "Start date/time - event attribute, not ordering mechanism"},
{"column": "AEENDTC", "label": "none", "confidence": 1.0, "reason": "End date/time - event attribute"},
{"column": "AESTDY", "label": "none", "confidence": 1.0, "reason": "Study day of start - relative timing attribute"},
{"column": "AEENDY", "label": "none", "confidence": 1.0, "reason": "Study day of end - relative timing attribute"}
]
}
```