Health Economics and Outcomes Research
Collection
Registry-driven view of health-economics, reimbursement, outcomes-research, and related evidence datasets. • 6 items • Updated
Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: CastError
Message: Couldn't cast
schema_id: string
schema_version: int64
decision_id: string
acquisition_id: string
content_id: string
state: string
reason_codes: list<item: string>
child 0, item: string
validation_results: list<item: struct<check_id: string, passed: bool, message: string>>
child 0, item: struct<check_id: string, passed: bool, message: string>
child 0, check_id: string
child 1, passed: bool
child 2, message: string
reviewer_status: string
actor: string
decided_at: string
supersedes_decision_id: string
valid_from: null
rights_policy: null
retrieval: struct<acquisition_method: string, http: struct<acquisition_agent_version: string, content_encoding: (... 342 chars omitted)
child 0, acquisition_method: string
child 1, http: struct<acquisition_agent_version: string, content_encoding: null, content_length: int64, content_typ (... 249 chars omitted)
child 0, acquisition_agent_version: string
child 1, content_encoding: null
child 2, content_length: int64
child 3, content_type: string
child 4, etag: string
child 5, final_uri: string
child 6, http_method: string
child 7, http_status: int64
child 8, last_modified: string
child 9, observed_byte_length: int64
child 10, original_uri: string
child 11, redirect_history: list<item: null>
child 0, item: null
child 12, source_native_date: null
child 13, source_native_version: null
child 2, retrieved_at: string
child 3, status: string
c
...
child 6, source_id: string
child 7, surfaces: list<item: struct<candidates: list<item: struct<digest: null, kind: string, locator: string, query: (... 122 chars omitted)
child 0, item: struct<candidates: list<item: struct<digest: null, kind: string, locator: string, query: string, rev (... 110 chars omitted)
child 0, candidates: list<item: struct<digest: null, kind: string, locator: string, query: string, revision: string, sour (... 32 chars omitted)
child 0, item: struct<digest: null, kind: string, locator: string, query: string, revision: string, source_id: stri (... 20 chars omitted)
child 0, digest: null
child 1, kind: string
child 2, locator: string
child 3, query: string
child 4, revision: string
child 5, source_id: string
child 6, surface: string
child 1, detail: null
child 2, name: string
child 3, query: string
child 4, state: string
child 8, tool_version: string
child 3, disposition: string
child 4, rationale: string
child 5, searched_surfaces: list<item: string>
child 0, item: string
child 6, source_id: string
source_effective_at: null
rights_reference: string
payload_sha256: string
evidence_class: string
rights_state: string
valid_to: null
source_version: timestamp[s]
retrieved_at: string
to
{'acquisition_id': Value('string'), 'content_id': Value('string'), 'evidence_class': Value('string'), 'payload_sha256': Value('string'), 'retrieval': {'acquisition_method': Value('string'), 'http': {'acquisition_agent_version': Value('string'), 'content_encoding': Value('null'), 'content_length': Value('int64'), 'content_type': Value('string'), 'etag': Value('string'), 'final_uri': Value('string'), 'http_method': Value('string'), 'http_status': Value('int64'), 'last_modified': Value('string'), 'observed_byte_length': Value('int64'), 'original_uri': Value('string'), 'redirect_history': List(Value('null')), 'source_native_date': Value('null'), 'source_native_version': Value('null')}, 'retrieved_at': Value('string'), 'status': Value('string'), 'uri': Value('string')}, 'retrieved_at': Value('string'), 'reuse': {'candidates': List({'digest': Value('null'), 'kind': Value('string'), 'locator': Value('string'), 'query': Value('null'), 'revision': Value('string'), 'source_id': Value('string'), 'surface': Value('string')}), 'catalogue_revision': Value('string'), 'discovery_snapshot': {'expires_at': Value('string'), 'freshness_seconds': Value('int64'), 'generated_at': Value('string'), 'schema_id': Value('string'), 'schema_version': Value('int64'), 'snapshot_id': Value('string'), 'source_id': Value('string'), 'surfaces': List({'candidates': List({'digest': Value('null'), 'kind': Value('string'), 'locator': Value('string'), 'query': Value('string'), 'revision': Value('string'), 'source_id': Value('string'), 'surface': Value('string')}), 'detail': Value('null'), 'name': Value('string'), 'query': Value('string'), 'state': Value('string')}), 'tool_version': Value('string')}, 'disposition': Value('string'), 'rationale': Value('string'), 'searched_surfaces': List(Value('string')), 'source_id': Value('string')}, 'rights_policy': Value('null'), 'rights_reference': Value('string'), 'rights_state': Value('string'), 'schema_id': Value('string'), 'schema_version': Value('int64'), 'sensitivity': {'data_sensitivity': Value('string'), 'personal_data': Value('string'), 'publication': Value('string'), 'reason_codes': List(Value('string')), 'schema_id': Value('string'), 'schema_version': Value('int64')}, 'source': {'authority': Value('string'), 'catalog_id': Value('string'), 'catalog_version': Value('timestamp[s]'), 'dataset_title': Value('string'), 'jurisdiction': Value('string'), 'source_id': Value('string')}, 'source_effective_at': Value('null'), 'source_id': Value('string'), 'source_published_at': Value('null'), 'source_version': Value('timestamp[s]'), 'valid_from': Value('null'), 'valid_to': Value('null')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2951, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2461, in __iter__
for key, pa_table in self._iter_arrow():
~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2486, in _iter_arrow
for key, pa_table in self.ex_iterable._iter_arrow():
~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 547, in _iter_arrow
for key, pa_table in iterator:
^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 430, in _iter_arrow
for key, pa_table in self.generate_tables_fn(**gen_kwags):
~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
schema_id: string
schema_version: int64
decision_id: string
acquisition_id: string
content_id: string
state: string
reason_codes: list<item: string>
child 0, item: string
validation_results: list<item: struct<check_id: string, passed: bool, message: string>>
child 0, item: struct<check_id: string, passed: bool, message: string>
child 0, check_id: string
child 1, passed: bool
child 2, message: string
reviewer_status: string
actor: string
decided_at: string
supersedes_decision_id: string
valid_from: null
rights_policy: null
retrieval: struct<acquisition_method: string, http: struct<acquisition_agent_version: string, content_encoding: (... 342 chars omitted)
child 0, acquisition_method: string
child 1, http: struct<acquisition_agent_version: string, content_encoding: null, content_length: int64, content_typ (... 249 chars omitted)
child 0, acquisition_agent_version: string
child 1, content_encoding: null
child 2, content_length: int64
child 3, content_type: string
child 4, etag: string
child 5, final_uri: string
child 6, http_method: string
child 7, http_status: int64
child 8, last_modified: string
child 9, observed_byte_length: int64
child 10, original_uri: string
child 11, redirect_history: list<item: null>
child 0, item: null
child 12, source_native_date: null
child 13, source_native_version: null
child 2, retrieved_at: string
child 3, status: string
c
...
child 6, source_id: string
child 7, surfaces: list<item: struct<candidates: list<item: struct<digest: null, kind: string, locator: string, query: (... 122 chars omitted)
child 0, item: struct<candidates: list<item: struct<digest: null, kind: string, locator: string, query: string, rev (... 110 chars omitted)
child 0, candidates: list<item: struct<digest: null, kind: string, locator: string, query: string, revision: string, sour (... 32 chars omitted)
child 0, item: struct<digest: null, kind: string, locator: string, query: string, revision: string, source_id: stri (... 20 chars omitted)
child 0, digest: null
child 1, kind: string
child 2, locator: string
child 3, query: string
child 4, revision: string
child 5, source_id: string
child 6, surface: string
child 1, detail: null
child 2, name: string
child 3, query: string
child 4, state: string
child 8, tool_version: string
child 3, disposition: string
child 4, rationale: string
child 5, searched_surfaces: list<item: string>
child 0, item: string
child 6, source_id: string
source_effective_at: null
rights_reference: string
payload_sha256: string
evidence_class: string
rights_state: string
valid_to: null
source_version: timestamp[s]
retrieved_at: string
to
{'acquisition_id': Value('string'), 'content_id': Value('string'), 'evidence_class': Value('string'), 'payload_sha256': Value('string'), 'retrieval': {'acquisition_method': Value('string'), 'http': {'acquisition_agent_version': Value('string'), 'content_encoding': Value('null'), 'content_length': Value('int64'), 'content_type': Value('string'), 'etag': Value('string'), 'final_uri': Value('string'), 'http_method': Value('string'), 'http_status': Value('int64'), 'last_modified': Value('string'), 'observed_byte_length': Value('int64'), 'original_uri': Value('string'), 'redirect_history': List(Value('null')), 'source_native_date': Value('null'), 'source_native_version': Value('null')}, 'retrieved_at': Value('string'), 'status': Value('string'), 'uri': Value('string')}, 'retrieved_at': Value('string'), 'reuse': {'candidates': List({'digest': Value('null'), 'kind': Value('string'), 'locator': Value('string'), 'query': Value('null'), 'revision': Value('string'), 'source_id': Value('string'), 'surface': Value('string')}), 'catalogue_revision': Value('string'), 'discovery_snapshot': {'expires_at': Value('string'), 'freshness_seconds': Value('int64'), 'generated_at': Value('string'), 'schema_id': Value('string'), 'schema_version': Value('int64'), 'snapshot_id': Value('string'), 'source_id': Value('string'), 'surfaces': List({'candidates': List({'digest': Value('null'), 'kind': Value('string'), 'locator': Value('string'), 'query': Value('string'), 'revision': Value('string'), 'source_id': Value('string'), 'surface': Value('string')}), 'detail': Value('null'), 'name': Value('string'), 'query': Value('string'), 'state': Value('string')}), 'tool_version': Value('string')}, 'disposition': Value('string'), 'rationale': Value('string'), 'searched_surfaces': List(Value('string')), 'source_id': Value('string')}, 'rights_policy': Value('null'), 'rights_reference': Value('string'), 'rights_state': Value('string'), 'schema_id': Value('string'), 'schema_version': Value('int64'), 'sensitivity': {'data_sensitivity': Value('string'), 'personal_data': Value('string'), 'publication': Value('string'), 'reason_codes': List(Value('string')), 'schema_id': Value('string'), 'schema_version': Value('int64')}, 'source': {'authority': Value('string'), 'catalog_id': Value('string'), 'catalog_version': Value('timestamp[s]'), 'dataset_title': Value('string'), 'jurisdiction': Value('string'), 'source_id': Value('string')}, 'source_effective_at': Value('null'), 'source_id': Value('string'), 'source_published_at': Value('null'), 'source_version': Value('timestamp[s]'), 'valid_from': Value('null'), 'valid_to': Value('null')}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Australian MBS source archive
Public, content-addressed preservation of the exact legacy MBS XML, P7 workbook, and complete Git ancestry through the pinned donor commits. The donor code licences and publication authorization are included; no single software licence is asserted over government source payloads. MBS service-benefit evidence is not medicine regulatory or PBS funding evidence.
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