{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp04_retrieval_first_paired20_20260802","cell_id":"layer_decay_and_expiration_management__logistics_supply_chain","hypothesis_id":"H3","search_queries":["cold chain monitoring archived temperature data restore validation test shipment investigation","pharmaceutical cold chain data archive retrievable readable retention electronic records","GDP guideline temperature monitoring data retention retrieval archived records official","patent cold chain telemetry archive restore shipment record","site:health.ec.europa.eu Annex 11 archived data accessibility readability integrity restore backup checked","site:gov.uk MHRA GxP data archive readability retrieval backup restore tested","cold chain platform archived shipment temperature data audit trail restore historical logger file","\"temperature data\" archive \"restore\" pharmaceutical shipment logger"],"sources":[{"source_id":"PA-1","title":"EudraLex Volume 4, Annex 11: Computerised Systems","publisher":"European Commission","url":"https://health.ec.europa.eu/document/download/8d305550-dd22-4dad-8463-2ddb4a1345f1_en","source_class":"OFFICIAL_GUIDANCE","claims_supported":["Stored regulated data should be checked for accessibility, readability, and accuracy throughout retention.","Backup integrity, accuracy, and restorability should be validated and monitored periodically.","Archived data should be checked for accessibility, readability, and integrity, and retrieval should be tested when systems change."]},{"source_id":"PA-2","title":"GxP Data Integrity Guidance and Definitions, Revision 1","publisher":"Medicines and Healthcare products Regulatory Agency","url":"https://assets.publishing.service.gov.uk/media/5aa2b9ede5274a3e391e37f3/MHRA_GxP_data_integrity_guide_March_edited_Final.pdf","source_class":"GOVERNMENT_OR_REGULATOR","claims_supported":["Electronic archives must permit recovery and readability of data and metadata throughout retention.","Legacy-data review capability should be periodically verified, with format migration considered as data and systems age.","References among hybrid records must remain intact so events can be fully verified.","Backup and recovery processes should be validated and periodically tested, while simple transfer-size verification is treated only as a backup check."]},{"source_id":"PA-3","title":"Guidance on good manufacturing practice and good distribution practice: Questions and answers","publisher":"European Medicines Agency","url":"https://www.ema.europa.eu/en/human-regulatory-overview/research-development/compliance-research-development/good-manufacturing-practice/guidance-good-manufacturing-practice-good-distribution-practice-questions-answers","source_class":"OFFICIAL_GUIDANCE","claims_supported":["Pharmaceutical data-lifecycle controls extend through storage, retrieval, and disposal.","Validated backup arrangements must demonstrate restoration after failure.","Raw data, metadata, and event logs needed to reconstruct a record may reside separately and must all be captured to preserve reconstruction."]},{"source_id":"PA-4","title":"Cloud Solution For Cold-Chain Monitoring - CFR 21 Part 11","publisher":"Intellilog","url":"https://intellilog.com/en/products/manager","source_class":"COMMERCIAL_FIRST_PARTY","claims_supported":["A first-party cold-chain platform provides searchable temperature recordings, audit trails, and CSV exports.","It offers PDF/A export specifically for long-term archiving and supports sharing temperature records across supply-chain participants."]},{"source_id":"PA-5","title":"Cold Box Monitoring","publisher":"Seemoto","url":"https://www.seemoto.com/solutions/retail-home-delivery/cold-box/","source_class":"COMMERCIAL_FIRST_PARTY","claims_supported":["Cold-chain logger readings are uploaded into an archive after transport.","Logger hardware identity is mapped to an asset identifier so the temperature record is automatically linked to the correct cold-chain box in the archive."]},{"source_id":"PA-6","title":"Cold Chain Temperature Monitoring","publisher":"Logmore","url":"https://www.logmore.com/solutions/cold-chain-temperature-monitoring/","source_class":"COMMERCIAL_FIRST_PARTY","claims_supported":["Cold-chain logger data is converted into cloud shipment reports used to review excursions and evidence.","Temperature history, thresholds, excursions, scan events, timestamps, logger identity, audit trails, and exports are maintained together in a cloud record.","The platform exposes APIs for connecting mission data to quality, logistics, warehouse, transport, and control-tower systems."]}],"proximity":"ESTABLISHED_PRACTICE","closest_analogues":[{"name":"EU GMP Annex 11 archival and restore controls","similarity":"Near-direct analogue: it requires regulated archived electronic data to remain accessible, readable, and intact, and requires restoration capability to be validated and periodically monitored.","remaining_difference":"It is technology-neutral and does not prescribe cold-chain shipment bundles, sampling by logger-format and archive-age bands, or reattachment to a particular investigation screen.","source_ids":["PA-1"]},{"name":"MHRA GxP legacy-archive verification","similarity":"Near-direct analogue: it requires recoverable and readable archives, periodic verification of legacy-system review capability, preservation of cross-record references, and validated periodic recovery testing.","remaining_difference":"It leaves sampling design and the cold-chain-specific parse-and-reconnect acceptance test to the regulated organization.","source_ids":["PA-2","PA-3"]},{"name":"Commercial cold-chain evidence archives","similarity":"Cold-chain products already archive heterogeneous logger evidence, preserve logger-to-asset or shipment linkage, expose historical search and audit records, and provide long-term formats and downstream integrations.","remaining_difference":"The opened product materials do not claim scheduled destructive restore drills across archive-age and format strata or report failures missed by metadata-only checks.","source_ids":["PA-4","PA-5","PA-6"]}],"overlapping_components":["archived cold-chain telemetry","long-term readable archival formats","searchable historical temperature records","logger-to-asset or shipment linkage","preservation of metadata and record relationships","validated restoration capability","periodic restore or legacy-readability testing","retrieval after system or format change","reconstruction of regulated events","audit trails and exportable investigation evidence"],"remaining_contrastive_claim":"A cold-chain-specific protocol that deliberately samples archived shipment bundles across both age and logger-format bands, then proves retrieval, semantic parsing, and reattachment to the current shipment investigation record, will reveal failures not found by metadata-only checks more effectively than existing risk-based GxP archive validation.","claim_falsifier":"A cold-chain product specification, validation package, SOP, patent, or empirical study showing scheduled age-and-format-stratified archive drills that retrieve, parse, and reattach shipment telemetry—and either already compare results with metadata-only checks or find no additional failures—would eliminate or falsify the remaining distinction.","problem_support":"STRONG","recommendation":"REJECT","world_novelty_boundary":"The bounded search supports the problem strongly but places archive recoverability, periodic restore testing, legacy readability review, metadata preservation, and record-link maintenance inside established regulated practice; no direct evidence was found for the narrower cold-chain experimental design combining age-and-format-stratified sampling with a measured metadata-only control, so novelty, if any, is confined to that evaluation protocol rather than the treatment mechanism."}