BEMO:2000178 · BEMO metric v1.0.0

Housing and Husbandry Control

A canonical biomedical evidence metric quantifying the scientific credibility, reliability, relevance, or interpretability of housing and husbandry control.

CandidateOperationalDefinitionRequiredContextSpecificProtocolRequired
Scientific pillar
Biological Mechanism and Experimental Evidence
Source category
Experimental Biology and Animal Research
Output scale
ContextDependentMixedScale
Source maturity
Established

Scientific meaning

What it measures

Assesses housing and husbandry control using evidence appropriate to experimental biology and animal research, distinguishing random uncertainty from systematic error.

Why it matters

Material weakness in housing and husbandry control can change the direction, magnitude, certainty, or biological interpretation of the research conclusion.

Measurement criteria

Prespecified operational definition; appropriate comparator or reference; quantified uncertainty; independent or orthogonal corroboration; sensitivity analyses.

Typical methods of assessment

Structured critical appraisal; quantitative estimation with uncertainty; prespecified thresholds; independent replication; sensitivity and subgroup analyses.

Computation profile

Apply a versioned metric-specific computation protocol consistent with the source definition, criteria, and methods.
Computation mode
ContextSpecificMetricComputation
Readiness
OperationalDefinitionRequired
Formula status
ContextSpecificProtocolRequired
Method family
metric-specific quantitative or qualitative assessment
Output datatype
xsd:anySimpleType
Unit or scale
Metric-specific continuous, categorical, or ordinal scale
Numeric range
Context dependent
Directionality
ContextDependentDirection

Required inputs

  • evidence_records
  • assessment_context
  • operational_definition
  • computation_protocol_version

Optional inputs

  • weights
  • thresholds
  • reference_standard
  • expert_adjudication

Machine-readable expression

{
  "language": "BEMO-Expression-JSON",
  "operator": "external_protocol",
  "protocolRef": "REQUIRED"
}

Computation policies

Aggregation
Not specified in source; must be defined and versioned before composite use.
Normalization
None by default; any normalization must be justified, versioned, and validated.
Missing data
Must be declared before computation; report missingness; no silent imputation; perform sensitivity analysis when material.
Uncertainty required
Yes
Uncertainty method
Confidence interval, credible interval, bootstrap distribution, inter-rater reliability, or sensitivity analysis as scientifically applicable.
Confidence interval required
Yes
Threshold policy
Prespecify, justify, version, and sensitivity-test thresholds; do not derive and evaluate on the same data without correction.
Decision thresholds
No universal threshold declared
Quality control
Source provenance; input validation; duplicate control; uncertainty reporting; independent or orthogonal validation where applicable.
Calibration
As applicable; mandatory for probabilistic or normalized outputs.

Applicability and validation

Evidence object
Result / experiment / study / body of evidence, as applicable
Evidence level
Result / experiment / study / body of evidence, as applicable
Study types
In vitro, ex vivo, organoid, animal, and preclinical experiments
Domain
Experimental Biology and Animal Research
Required data sources
Context-specific; use source references, registered studies, primary data, and authoritative biomedical resources as applicable.
Validation status
Source maturity: Established; BEMO computation profile requires independent validation.
Benchmark
A representative, versioned benchmark set is required before production use.
Reference standard
Use an independent reference standard when one exists; document expert-adjudicated alternatives.
External validation required
Yes

Interpretation safeguards

Common misinterpretations

Treating housing and husbandry control as interchangeable with overall study quality, or interpreting a favorable value as proof that all other bias and validity domains are satisfactory.

Limitations

Depends on context, operational definition, thresholds, data quality, and evaluator judgment; it should not be used as a stand-alone summary score without domain-level evidence.

Dependency status

Not yet curated. Closely related metrics are represented; causal or computational dependencies require expert curation.

Source provenance

Source workbook
Pure_Biomedical_Evidence_Research_Metrics_Part_2(3).xlsx
Source worksheet
Biomedical Evidence Metrics
Source row
185
Source record SHA-256
d4c26e56573de7f55de0caafd1e2880580fe66b8b4d599787ebf0b2bb3808344
Definition source
Pure_Biomedical_Evidence_Research_Metrics_Part_2(3).xlsx row 185; see source_references

Scientific references (3)

  1. https://arriveguidelines.org/arrive-guidelinesSource framework, standard, guideline, or originSource-preserved; URL reachability not asserted by this package
  2. https://www.radboudumc.nl/en/research/departments/health-evidence/systematic-review-center-for-laboratory-animal-experimentationSource framework, standard, guideline, or originSource-preserved; URL reachability not asserted by this package
  3. https://www.oecd.org/chemicalsafety/testing/oecd-guidelines-testing-chemicals-related-documents.htmSource framework, standard, guideline, or originSource-preserved; URL reachability not asserted by this package

Governance and FAIR status

Lifecycle
Candidate
Approval
Draft
Owner
BEMO Project
Curator
Unassigned
Reviewer
Unassigned
License
Pending owner approval; CC BY 4.0 recommended for OBO compatibility.
Findable
Provisional: stable local ID assigned; public namespace registration pending.
Accessible
Provisional: package is distributable; permanent public release location pending.
Interoperable
Yes: OWL 2, RDF, SKOS, SHACL, JSON-LD, CSV, and OBO-style identifiers.
Reusable
Provisional: rich metadata supplied; open-license owner approval pending.
Governance note
Candidate term pending scientific, ontology-engineering, and computation-method review.
Editor note
Source content preserved verbatim; computation metadata is a generated default and must be curated before normative use.