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Distributed Science Value Proposition
▪ Better Science (for Scientists)
▪ Problem: Reproducibility Issues; 20% of U.S. health science research can’t be replicated/reproduced*
▪ Solution: Improved reproducibility through transparency and immutable audit trail for research data;
better quality data from standardization; improved materials; increased meta-analysis capabilities
▪ Cheaper Research (for Funders)
▪ Problem: Expensive; decreasing ROI; $30 billion in U.S. health science on non-replicable research*
▪ Solution: Increased return on investment for research dollars spent; reduced data management costs
through blockchain/smart contracts, amplified with machine learning/AI; cheaper administration
▪ Faster Miracles (for Everyone)
▪ Problem: 17 years from bench to bedside; 2-5 years on administrative processes (my estimate)**
▪ Solution: Faster time from idea to treatment; improved outcomes with accelerated research and higher
quality data; improved tracking of individual contribution allowing for expanded permissioned access
of data to more researchers; faster administrative processes (e.g. IRB, grant review)
* “Economics of reproducibility in Preclinical Research” Freedman et al, PLoS 13(6) e1002165, 2015
** “Enhancing Federal Research: Traumatic Brain Injury & Blockchain Technology - Part 1.5, The Why.” Manion, Feb 2018
https://www.linkedin.com/pulse/enhancing-federal-research-traumatic-brain-injury-part-sean-manion-1/
Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
Distributed Science: Full METL
Research to Faster Miracles
Blockchain for Social Impact Philadelphia – 13 Aug 2018
Sean T Manion, PhD
Science Distributed; Blockchain in Healthcare Global – IEEE ISTO
Mission Essential Task List (METL)
▪ Definition. A Mission Essential Task List (METL) is a list of tasks that must be
accomplished to complete a mission.
▪ Derived from U.S. Military written requirement describing end-of-state training.
▪ For science:
▪ Develop Hypotheses
▪ Plan Research
▪ Get Funding
▪ Get Regulatory Approval
▪ Collect Data
▪ Analyze & Interpret
▪ Disseminate (Publish & Present)
Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
Sharing is Hard
“Scientists would rather share their toothbrush than their data!”
[Carole Goble, Keynote address, EGEE (Enabling Grids for EscienceE) ‘06 Conference.]
Barriers to sharing can relate to …
▪ the Researcher - intellectual property issues
▪ the Institution - unrealized commercial value
▪ the Subject – confidentiality
[Anne Donnelly, University of Edinburgh, DIY Research Data Management
Training Kit for Librarians]
Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
What are the
pre-publication
presentations?
What is the
quality or
confidence
level?
How is
feedback
captured?
Gray lit?
What are the
comments?
Are there
objective
criteria?
Crowd-
sourced peer
review?
7. Publish &
Present
Are analyses
tied to original
hypotheses?
Are analyses
outlined in
protocol?
Justification of
new analyses?
Record of
attempted
analyses?
Statistical
power?
Lit basis of
interpretation?
Quality of refs?
Replicable?
Retractions?
6. Analyze &
Interpret
What are the
data standards?
Will it be
mergeable with
other studies?
What are the
quality
assurance
steps?
Is PHI secure?
Is there existing
data that can be
used?
How accessible
is the data?
What is the ROI
for the data?
5. Collect Data
Can parts of
this process be
automated?
Will that be
faster and more
reliable for
researchers and
regulator?
Can multiple
IRBs be
aligned?
Can parts of
IRB review be
crowdsourced?
Can audits be
easier?
4. Regulatory
Approval
Where are
funds?
Does my plan
match
programmatic
need?
Have I applied
here before?
Why am I
filling in all this
information
again?
How is the
money being
tracked?
3. Get Funding
What methods
are available?
What variations
have been
developed?
Are skilled
collaborators
available?
Where?
Are other
resources (i.e.
space,
equipment)
available?
2. Plan research
What
hypotheses
have already
been tested?
By whom?
When?
What
happened?
What was the
approach?
What was the
result?
Current status?
1. Form
Hypotheses
Distributed Science Opportunities?
• Where can things be improved in each area?
• Can blockchain/DLT facilitate and/or incentivize?
• What is the cost/benefit of implementation?
• If it can be achieved w/o blockchain/DLT, why isn’t it?
Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
Questions to consider across the steps in science:
How accessible
are abstracts and
full manuscripts?
Reference
tracking for
appropriateness?
Retractions
tracked and
alerts to authors
referencing?
Funding tracked
by dollar
through
publication?
Confidence
score
gradient?
4. Publication
Record
How are
comments
captured?
Are responses
and edits
available?
Can unreported
changes inform
what should or
shouldn’t be
done in follow
up research?
Can this be
done in
condensed
time?
3. Comments &
Edits
How many
reviewers?
How big is the
pool?
What is the
balance for
bias?
Incentives for
review?
Weighting for
review?
Is crowd-
sourcing
feasible?
2. Peer Review
What are the
incentives for
publication?
How is
contribution
and IP tracked?
Transparency
on fees?
Funding
agencies?
Incentives for
reviewers?
1. Publication
Incentives
Distributed Science Publishing Opportunities?
Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
Crowd-Sourced Peer Review Pilot
▪ Goal: to develop weighted crowd-sourced peer review of published and pre-
published material to provide confidence score related to replicability
▪ Crowd-sourcing + standardized, systematic review + distributed ledger
▪ Science Distributed with Blockchain in Healthcare Global – IEEE ISTO,
ConsenSys, and advisors from academia, government, and industry
▪ Interested in additional partners from academia and Open Science groups.
Contact us.
Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
CONCEPT
IMPACT CONTEXT
APPROACH
TA #2: Distributed Peer-review
Science Distributed, Blockchain in Healthcare Global IEEE ISTO,
ConsenSys; Sean Manion, Heather Flannery, Tori Adams
Current peer-review system gives only
published/not published or journal impact
confidence buckets of prepared manuscripts
Distributed, crowdsourced, weighted, and
incentivized feedback provides refined
confidence score of multiple types of
information in shorter timeframe
Goal: Create new model of confidence scoring
for social & behavioral science information
Crowdsourced weighted peer-review of any type
of material, finding, presentation, or manuscript
Blockchain/distributed ledger technology for
decentralized, real-time scoring; auditable record
Cochrane review-style breakdown by subject
matter; objective scoring and categorization
Tokenization to incentivize review; crowd-
balanced feedback to incentivize quality
Current peer-review lacks differentiation
between confidence in published lit and doesn’t
give any guidance on gray literature
Blockchain/distributed ledger technology is
rapidly developing new models of incentive and
crowdsourcing for expert involved tasks
Blockchain/DLT, smart contract, and
crowdsourced confidence scoring can provide
granular confidence scoring for info/intel
HR001118S0047 SCORE BAA
Abstract Summary Slide
Source Selection Information – see FAR 2.101 & 3.104
Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain in Healthcare Webinar Series - Science Publishing &
Replicability - 28 Jun 2018

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Full METL Research to Faster Miracles

  • 1. Distributed Science Value Proposition ▪ Better Science (for Scientists) ▪ Problem: Reproducibility Issues; 20% of U.S. health science research can’t be replicated/reproduced* ▪ Solution: Improved reproducibility through transparency and immutable audit trail for research data; better quality data from standardization; improved materials; increased meta-analysis capabilities ▪ Cheaper Research (for Funders) ▪ Problem: Expensive; decreasing ROI; $30 billion in U.S. health science on non-replicable research* ▪ Solution: Increased return on investment for research dollars spent; reduced data management costs through blockchain/smart contracts, amplified with machine learning/AI; cheaper administration ▪ Faster Miracles (for Everyone) ▪ Problem: 17 years from bench to bedside; 2-5 years on administrative processes (my estimate)** ▪ Solution: Faster time from idea to treatment; improved outcomes with accelerated research and higher quality data; improved tracking of individual contribution allowing for expanded permissioned access of data to more researchers; faster administrative processes (e.g. IRB, grant review) * “Economics of reproducibility in Preclinical Research” Freedman et al, PLoS 13(6) e1002165, 2015 ** “Enhancing Federal Research: Traumatic Brain Injury & Blockchain Technology - Part 1.5, The Why.” Manion, Feb 2018 https://www.linkedin.com/pulse/enhancing-federal-research-traumatic-brain-injury-part-sean-manion-1/ Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
  • 2. Distributed Science: Full METL Research to Faster Miracles Blockchain for Social Impact Philadelphia – 13 Aug 2018 Sean T Manion, PhD Science Distributed; Blockchain in Healthcare Global – IEEE ISTO
  • 3. Mission Essential Task List (METL) ▪ Definition. A Mission Essential Task List (METL) is a list of tasks that must be accomplished to complete a mission. ▪ Derived from U.S. Military written requirement describing end-of-state training. ▪ For science: ▪ Develop Hypotheses ▪ Plan Research ▪ Get Funding ▪ Get Regulatory Approval ▪ Collect Data ▪ Analyze & Interpret ▪ Disseminate (Publish & Present) Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
  • 4. Sharing is Hard “Scientists would rather share their toothbrush than their data!” [Carole Goble, Keynote address, EGEE (Enabling Grids for EscienceE) ‘06 Conference.] Barriers to sharing can relate to … ▪ the Researcher - intellectual property issues ▪ the Institution - unrealized commercial value ▪ the Subject – confidentiality [Anne Donnelly, University of Edinburgh, DIY Research Data Management Training Kit for Librarians] Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
  • 5. What are the pre-publication presentations? What is the quality or confidence level? How is feedback captured? Gray lit? What are the comments? Are there objective criteria? Crowd- sourced peer review? 7. Publish & Present Are analyses tied to original hypotheses? Are analyses outlined in protocol? Justification of new analyses? Record of attempted analyses? Statistical power? Lit basis of interpretation? Quality of refs? Replicable? Retractions? 6. Analyze & Interpret What are the data standards? Will it be mergeable with other studies? What are the quality assurance steps? Is PHI secure? Is there existing data that can be used? How accessible is the data? What is the ROI for the data? 5. Collect Data Can parts of this process be automated? Will that be faster and more reliable for researchers and regulator? Can multiple IRBs be aligned? Can parts of IRB review be crowdsourced? Can audits be easier? 4. Regulatory Approval Where are funds? Does my plan match programmatic need? Have I applied here before? Why am I filling in all this information again? How is the money being tracked? 3. Get Funding What methods are available? What variations have been developed? Are skilled collaborators available? Where? Are other resources (i.e. space, equipment) available? 2. Plan research What hypotheses have already been tested? By whom? When? What happened? What was the approach? What was the result? Current status? 1. Form Hypotheses Distributed Science Opportunities? • Where can things be improved in each area? • Can blockchain/DLT facilitate and/or incentivize? • What is the cost/benefit of implementation? • If it can be achieved w/o blockchain/DLT, why isn’t it? Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018 Questions to consider across the steps in science:
  • 6. How accessible are abstracts and full manuscripts? Reference tracking for appropriateness? Retractions tracked and alerts to authors referencing? Funding tracked by dollar through publication? Confidence score gradient? 4. Publication Record How are comments captured? Are responses and edits available? Can unreported changes inform what should or shouldn’t be done in follow up research? Can this be done in condensed time? 3. Comments & Edits How many reviewers? How big is the pool? What is the balance for bias? Incentives for review? Weighting for review? Is crowd- sourcing feasible? 2. Peer Review What are the incentives for publication? How is contribution and IP tracked? Transparency on fees? Funding agencies? Incentives for reviewers? 1. Publication Incentives Distributed Science Publishing Opportunities? Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
  • 7. Crowd-Sourced Peer Review Pilot ▪ Goal: to develop weighted crowd-sourced peer review of published and pre- published material to provide confidence score related to replicability ▪ Crowd-sourcing + standardized, systematic review + distributed ledger ▪ Science Distributed with Blockchain in Healthcare Global – IEEE ISTO, ConsenSys, and advisors from academia, government, and industry ▪ Interested in additional partners from academia and Open Science groups. Contact us. Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain for Social Impact Philadelphia – 13 Aug 2018
  • 8. CONCEPT IMPACT CONTEXT APPROACH TA #2: Distributed Peer-review Science Distributed, Blockchain in Healthcare Global IEEE ISTO, ConsenSys; Sean Manion, Heather Flannery, Tori Adams Current peer-review system gives only published/not published or journal impact confidence buckets of prepared manuscripts Distributed, crowdsourced, weighted, and incentivized feedback provides refined confidence score of multiple types of information in shorter timeframe Goal: Create new model of confidence scoring for social & behavioral science information Crowdsourced weighted peer-review of any type of material, finding, presentation, or manuscript Blockchain/distributed ledger technology for decentralized, real-time scoring; auditable record Cochrane review-style breakdown by subject matter; objective scoring and categorization Tokenization to incentivize review; crowd- balanced feedback to incentivize quality Current peer-review lacks differentiation between confidence in published lit and doesn’t give any guidance on gray literature Blockchain/distributed ledger technology is rapidly developing new models of incentive and crowdsourcing for expert involved tasks Blockchain/DLT, smart contract, and crowdsourced confidence scoring can provide granular confidence scoring for info/intel HR001118S0047 SCORE BAA Abstract Summary Slide Source Selection Information – see FAR 2.101 & 3.104
  • 9. Sean T Manion, PhD - Science Distributed - stmanion@gmail.com - Blockchain in Healthcare Webinar Series - Science Publishing & Replicability - 28 Jun 2018