cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28525232.v1
title: Supplementary Material for: Facilitating equitable access to genomic testing for advanced cancer: A combined intuition and theory informed approach to intervention development and deployment

description: Introduction: Rapid advancements in genomic testing have revolutionised cancer care diagnostics and treatment. However, keeping pace with the evolving genomics knowledge is a challenge for oncologists who are not genomic experts. This detrimentally impacts on equitable patient access to related services and benefits which require training in genomics. In Australia, cancer incidence, survival, and mortality rates are significantly worse in the most socioeconomically disadvantaged areas compared to the least disadvantaged areas. Guided by implementation science methods, the research aimed to determine how to support oncologists with varying levels of genomic expertise to tailor optimal treatment decisions and deliver a high-quality service, across diverse locations.

Methods: We used a novel approach combining clinician intuition and implementation science theory to co-design service interventions (i.e. service models) and associated implementation strategies to inform operationalisation. Phenomenology and principles of co-design guided two phases of data collection with two separate cohorts of oncologists delivering care to advanced cancer patients. Phase 1 interview data was coded thematically to develop the service models, while phase 2 focus group data was used to identify implementation strategies to support service model operationalisation. The Consolidated Framework for Implementation Research (CFIR) informed phase 1 and 2 data analysis.

Results: Phase 1 established three overarching themes and nine subthemes: (1) access – potential for inequitable patient access by centralising genomic expertise, (2) indicators for test use – identifying suitable patients for Comprehensive Genomic Profile (CGP) testing, and (3) supporting use of results – confidence to discuss results, particularly from germline and somatic testing. Five challenges were prioritised, mapped to the CGP clinical pathway, and coded to 11 unique CFIR constructs. Across all five prioritised challenges, we recorded 19 intuitive and generated 21 theory-informed strategies. The development of three service models (i.e., centralised expert, local super user and point of care resources) arose through considering these strategies in combination with the study teams broader experiences with the iPREDICT trial. In Phase 2, we identified 11 implementation challenges, mapped to 7 CFIR constructs, and 11 intuitive and 20 theory-informed strategies for service model operationalisation. 

Conclusion: The service models generated from our study are currently being tested in a multi-centre implementation study to evaluate feasibility, effectiveness, acceptability, sustainability, and scalability in 2025.
DOI: 10.60712/si-id50373.2
title: StrainInfo SI-ID 50373.2

description: StrainInfo dataset 50373 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50374.2
title: StrainInfo SI-ID 50374.2

description: StrainInfo dataset 50374 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50375.2
title: StrainInfo SI-ID 50375.2

description: StrainInfo dataset 50375 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50376.2
title: StrainInfo SI-ID 50376.2

description: StrainInfo dataset 50376 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50377.2
title: StrainInfo SI-ID 50377.2

description: StrainInfo dataset 50377 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50378.2
title: StrainInfo SI-ID 50378.2

description: StrainInfo dataset 50378 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50379.2
title: StrainInfo SI-ID 50379.2

description: StrainInfo dataset 50379 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50380.2
title: StrainInfo SI-ID 50380.2

description: StrainInfo dataset 50380 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50381.2
title: StrainInfo SI-ID 50381.2

description: StrainInfo dataset 50381 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50382.2
title: StrainInfo SI-ID 50382.2

description: StrainInfo dataset 50382 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50383.2
title: StrainInfo SI-ID 50383.2

description: StrainInfo dataset 50383 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50384.3
title: StrainInfo SI-ID 50384.3

description: StrainInfo dataset 50384 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50385.2
title: StrainInfo SI-ID 50385.2

description: StrainInfo dataset 50385 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50386.2
title: StrainInfo SI-ID 50386.2

description: StrainInfo dataset 50386 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50387.2
title: StrainInfo SI-ID 50387.2

description: StrainInfo dataset 50387 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50388.2
title: StrainInfo SI-ID 50388.2

description: StrainInfo dataset 50388 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50389.2
title: StrainInfo SI-ID 50389.2

description: StrainInfo dataset 50389 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50390.2
title: StrainInfo SI-ID 50390.2

description: StrainInfo dataset 50390 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50391.3
title: StrainInfo SI-ID 50391.3

description: StrainInfo dataset 50391 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50392.2
title: StrainInfo SI-ID 50392.2

description: StrainInfo dataset 50392 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50393.2
title: StrainInfo SI-ID 50393.2

description: StrainInfo dataset 50393 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50394.2
title: StrainInfo SI-ID 50394.2

description: StrainInfo dataset 50394 about a strain of Mycobacterium farcinogenes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50395.2
title: StrainInfo SI-ID 50395.2

description: StrainInfo dataset 50395 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50396.2
title: StrainInfo SI-ID 50396.2

description: StrainInfo dataset 50396 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50397.2
title: StrainInfo SI-ID 50397.2

description: StrainInfo dataset 50397 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50398.2
title: StrainInfo SI-ID 50398.2

description: StrainInfo dataset 50398 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50399.2
title: StrainInfo SI-ID 50399.2

description: StrainInfo dataset 50399 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50400.2
title: StrainInfo SI-ID 50400.2

description: StrainInfo dataset 50400 about a strain of Mycobacterium senegalense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.aw4cnw
title: Occurrence Download

description: A dataset containing 6513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Espeletia grandiflora Humb. & Bonpl., Espeletia uribei Cuatrec., Espeletia corymbosa Bonpl., Espeletia garciae Cuatrec., Espeletia cayetana (Cuatrec.) Cuatrec., Espeletia raquirensis Rodr.-Cabeza & S.Díaz)"
 ]
}

 The dataset includes 6513 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003791-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id50401.2
title: StrainInfo SI-ID 50401.2

description: StrainInfo dataset 50401 about a strain of Nocardia farcinica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50402.2
title: StrainInfo SI-ID 50402.2

description: StrainInfo dataset 50402 about a strain of Nocardia farcinica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.48338/vu01-gpeywf
title: Motivating Business Students for Civic Education

description: Data from Focus Group Discussions on study motivation among students.
DOI: 10.60712/si-id50403.2
title: StrainInfo SI-ID 50403.2

description: StrainInfo dataset 50403 about a strain of Saccharomonospora azurea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50405.2
title: StrainInfo SI-ID 50405.2

description: StrainInfo dataset 50405 about a strain of Saccharopolyspora rectivirgula. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50407.2
title: StrainInfo SI-ID 50407.2

description: StrainInfo dataset 50407 about a strain of Saccharomonospora glauca. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50408.2
title: StrainInfo SI-ID 50408.2

description: StrainInfo dataset 50408 about a strain of Saccharomonospora glauca. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50409.2
title: StrainInfo SI-ID 50409.2

description: StrainInfo dataset 50409 about a strain of Thermostaphylospora chromogena. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50410.2
title: StrainInfo SI-ID 50410.2

description: StrainInfo dataset 50410 about a strain of Thermomonospora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50411.2
title: StrainInfo SI-ID 50411.2

description: StrainInfo dataset 50411 about a strain of Thermoactinomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50412.2
title: StrainInfo SI-ID 50412.2

description: StrainInfo dataset 50412 about a strain of Thermoactinomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50413.2
title: StrainInfo SI-ID 50413.2

description: StrainInfo dataset 50413 about a strain of Thermoactinomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50414.2
title: StrainInfo SI-ID 50414.2

description: StrainInfo dataset 50414 about a strain of Thermoactinomyces. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50415.2
title: StrainInfo SI-ID 50415.2

description: StrainInfo dataset 50415 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50416.2
title: StrainInfo SI-ID 50416.2

description: StrainInfo dataset 50416 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50417.2
title: StrainInfo SI-ID 50417.2

description: StrainInfo dataset 50417 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50418.2
title: StrainInfo SI-ID 50418.2

description: StrainInfo dataset 50418 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50419.2
title: StrainInfo SI-ID 50419.2

description: StrainInfo dataset 50419 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50420.2
title: StrainInfo SI-ID 50420.2

description: StrainInfo dataset 50420 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50421.2
title: StrainInfo SI-ID 50421.2

description: StrainInfo dataset 50421 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50423.2
title: StrainInfo SI-ID 50423.2

description: StrainInfo dataset 50423 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50424.2
title: StrainInfo SI-ID 50424.2

description: StrainInfo dataset 50424 about a strain of Thermoactinomyces vulgaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50425.2
title: StrainInfo SI-ID 50425.2

description: StrainInfo dataset 50425 about a strain of Laceyella sacchari. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50426.2
title: StrainInfo SI-ID 50426.2

description: StrainInfo dataset 50426 about a strain of Laceyella sacchari. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50427.2
title: StrainInfo SI-ID 50427.2

description: StrainInfo dataset 50427 about a strain of Laceyella sacchari. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50428.2
title: StrainInfo SI-ID 50428.2

description: StrainInfo dataset 50428 about a strain of Thermobifida fusca. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50429.3
title: StrainInfo SI-ID 50429.3

description: StrainInfo dataset 50429 about a strain of Thermobifida alba. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50430.2
title: StrainInfo SI-ID 50430.2

description: StrainInfo dataset 50430 about a strain of Actinomyces viscosus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.15468/dl.eczg3c
title: Occurrence Download

description: A dataset containing 48013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Reinhardtius hippoglossoides (Walbaum, 1792)",
 "Year 1950-2025"
 ]
}

 The dataset includes 48013 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003792-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id50431.2
title: StrainInfo SI-ID 50431.2

description: StrainInfo dataset 50431 about a strain of Mycobacterium marinum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50432.2
title: StrainInfo SI-ID 50432.2

description: StrainInfo dataset 50432 about a strain of Pseudonocardia. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50433.2
title: StrainInfo SI-ID 50433.2

description: StrainInfo dataset 50433 about a strain of Parafrankia colletiae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50434.3
title: StrainInfo SI-ID 50434.3

description: StrainInfo dataset 50434 about a strain of Nocardia. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50435.3
title: StrainInfo SI-ID 50435.3

description: StrainInfo dataset 50435 about a strain of Kitasatospora griseola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50437.2
title: StrainInfo SI-ID 50437.2

description: StrainInfo dataset 50437 about a strain of Promicromonospora citrea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50438.2
title: StrainInfo SI-ID 50438.2

description: StrainInfo dataset 50438 about a strain of Promicromonospora citrea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id50439.2
title: StrainInfo SI-ID 50439.2

description: StrainInfo dataset 50439 about a strain of Promicromonospora citrea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.