yamaa As a clinical trial statistician or programmer, answer two short questions in Your review: the task and the inputs. Agreeing with both approves this benchmark; disagreeing with either needs a comment. Propose a fix with the Edit button on any source file, or add it to your comments.
We suggest spending no more than 5 minutes on a review. The other tabs beside Your review are background for assessment, not under review.
Summary
EditUnder reviewWhat this benchmark meansREADME.mdPublic entries: Python and R. Passing coverage requires an installed inventory.
Goal: carry each subject's collected date of birth (BRTHDTC) into
the demographics domain, submitted as a complete ISO 8601 date.
Input: collected demographics with the study and subject identifiers and the date of birth as ISO 8601 text, empty when it was not recorded.
Variables:
BRTHDTCwould be the collected date of birth, copied as text. It is described to reviewers as a complete date, a year, month and day, so a birth date recorded to the month alone contradicts that description. Every birth date is checked against it once the variable is filled in, and the one recorded to the month rejects the run, so no artifact is accepted. A birth date that was not recorded is left empty.
How to fix
Lead with the collection: when the form records birth dates only to the month or the year for some subjects, the variable holds partial dates, and its submission type says so:
submission:
core: Perm
data_type: partialDate
origins:
- type: Collected
source: Investigator
When every birth date was in fact collected in full, correct the record
that lost its day at its source instead. Do not drop the declared type to
text: reviewers rely on it to read the values as ISO 8601 dates.
Expected failure
Editthe run is rejected; no artifact is acceptedexpected/error.yaml- phase
- verification
- condition
- data_type_failed
- rule
- SUB-26
expected/error.yaml
phase: verification
condition: data_type_failed
spec_paths:
- columns.BRTHDTC.submission.data_type
rule: SUB-26
context:
column: BRTHDTC
data_type: date
failure_count: 1
keys:
- STUDYID: YAMAA-01
USUBJID: YAMAA-01-102
Inputs
Under review1 source fileinput/dm_raw.csv
Edit3 rows| STUDYID | USUBJID | BRTHDTC |
|---|---|---|
| YAMAA-01 | 1975-06-12 | |
| YAMAA-01 | 1980-03 | |
| YAMAA-01 | — |
Unexpected Output
Under reviewNo artifact is producedNo fixture files in this directory.
Human review and assessment
| Variable Name | Variable Label | Type | Length | Controlled Terms or Format | Origin | Core | Conversion Definition | Variable Type | Variable Order | Comments for Define |
|---|---|---|---|---|---|---|---|---|---|---|
| STUDYID | Study Identifier | Char | Collected | Copy value from DM_RAW.STUDYID. | SDTM | 1 | ||||
| USUBJID | Unique Subject Identifier | Char | Collected | Copy value from DM_RAW.USUBJID. | SDTM | 2 | ||||
| BRTHDTC | Date/Time of Birth | Char | ISO 8601 | Collected | Perm | Copy value from DM_RAW.BRTHDTC. | SDTM | 3 |
| Version | Date | Author | Description | Reviewer | Sign-off |
|---|---|---|---|---|---|
| 1.7 | 2026-10-20 | yamaa docs build | Read a specification in the 1.0 surface as its 0.5 counterpart; state that missing values stay missing where a mapping declares no missing handler, and leave out a declared missing answer that restates a handler's default | ||
| 1.6 | 2026-10-17 | yamaa docs build | Describe collected date parts written as ISO 8601 date text and times of day counted in seconds since midnight | ||
| 1.5 | 2026-10-17 | yamaa docs build | Name collected precision in words instead of letter codes; state imputation fallbacks, minimum source precision, bounds ignored outside the collected period, and invalid text with no handler as an error; describe date and datetime shifts, imputation flag codes, and partial text giving no date part | ||
| 1.4 | 2026-10-15 | yamaa docs build | State datetime precision codes through the hour and minute, and complete only the time parts a collected datetime lacks | ||
| 1.3 | 2026-09-29 | yamaa docs build | Show study codelist names, external dictionaries, and ISO 8601 formats in variable rows; list the document's codelist values and metadata | ||
| 1.2 | 2026-09-29 | yamaa docs build | Classify ADaM copies from a declared input as Predecessor and recodes as Derived, and SDTM recodes of locally derived columns as Derived | ||
| 1.1 | 2026-09-29 | yamaa docs build | Resolve lookups into the donor record they select, and give every derivation shape a plain-language rule instead of its raw YAML | ||
| 1.0 | yamaa docs build | Initial generation from spec.yaml |