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---
title: "SARS-CoV-2 and COVID-19: An Evolving Review of Diagnostics and Therapeutics"
date: null # Defaults to date generated, but can specify like '2022-10-31'.
keywords:
- covid-19
- coronavirus
- pandemic
- viral infection
lang: en-US
authors:
-
github: rando2
name: Halie M. Rando
initials: HMR
orcid: 0000-0001-7688-1770
twitter: tamefoxtime
email: halie.rando@cuanschutz.edu
contributions:
- Project Administration
- Writing - Original Draft
- Writing - Review & Editing
- Methodology
code of conduct:
confirmed: Yes
affiliations:
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz School of Medicine, Aurora, Colorado, United States of America
- Center for Health AI, University of Colorado Anschutz School of Medicine, Aurora, Colorado, United States of America
- Department of Biomedical Informatics, University of Colorado Anschutz School of Medicine, Aurora, Colorado, United States of America
coi:
string: "None"
lastapproved: !!str 2021-01-20
funders:
- the Gordon and Betty Moore Foundation (GBMF 4552)
- the National Human Genome Research Institute (R01 HG010067)
manuscripts:
pathogenesis:
order: 1
contributions:
- Project Administration
- Writing - Original Draft
- Writing - Review & Editing
nutraceuticals:
order: 2
contributions:
- Writing - Review & Editing
- Writing - Original Draft
pharmaceuticals:
order: 1
contributions:
- Writing - Review & Editing
- Writing - Original Draft
- Visualization
- Project Administration
evolution:
order: 1
contributions:
- D
- E
vaccines-trad:
order: 1
contributions:
- Software
- Project Administration
- Visualization
- Writing - Review & Editing
- Writing - Original Draft
vaccines-novel:
order: 1
contributions:
- Software
- Project Administration
- Writing - Review & Editing
- Writing - Original Draft
- Visualization
diagnostics:
order: 1
contributions:
- Project Administration
- Writing - Original Draft
- Writing - Review & Editing
- Visualization
methods:
order: 1
contributions:
- Software
- Project Administration
- Visualization
- Writing - Review & Editing
- Writing - Original Draft
affiliations:
- institution: University of Colorado School of Medicine
department: Center for Health AI
city: Aurora
state: CO
country: USA
- institution: University of Colorado School of Medicine
department: Department of Biochemistry and Molecular Genetics
city: Aurora
state: CO
country: USA
- institution: University of Pennsylvania
department: Perelman School of Medicine, Department of Systems Pharmacology and Translational Therapeutics
city: Philadelphia
state: PA
country: USA
-
github: cgreene
name: Casey S. Greene
initials: CSG
orcid: 0000-0001-8713-9213
twitter: GreeneScientist
email: greenescientist@gmail.com
contributions:
- Conceptualization
- Software
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Childhood Cancer Data Lab, Alex's Lemonade Stand Foundation, Philadelphia, Pennsylvania, United States of America
- Department of Biochemistry and Molecular Genetics, University of Colorado Anschutz School of Medicine, Aurora, Colorado, United States of America
- Center for Health AI, University of Colorado Anschutz School of Medicine, Aurora, Colorado, United States of America
- Department of Biomedical Informatics, University of Colorado Anschutz School of Medicine, Aurora, Colorado, United States of America
coi:
string: "None"
lastapproved: !!str 2021-01-20
funders:
- the Gordon and Betty Moore Foundation (GBMF 4552)
- the National Human Genome Research Institute (R01 HG010067)
manuscripts:
vaccines-trad:
order: 8
contributions:
- Conceptualization
- Supervision
vaccines-novel:
order: 10
contributions:
- Conceptualization
- Writing - Original Draft
- Supervision
pathogenesis:
order: 10
contributions:
- Conceptualization
- Software
- Writing - Review & Editing
nutraceuticals:
order: 4
contributions:
- Project Administration
- Supervision
pharmaceuticals:
order: 11
contributions:
- Writing - Review & Editing
- Project Administration
methods:
order: 9
contributions:
- Software
- Conceptualization
affiliations:
- institution: University of Colorado School of Medicine
department: Center for Health AI
city: Aurora
state: CO
country: USA
- institution: University of Colorado School of Medicine
department: Department of Biochemistry and Molecular Genetics
city: Aurora
state: CO
country: USA
- institution: University of Pennsylvania
department: Perelman School of Medicine, Department of Systems Pharmacology and Translational Therapeutics
city: Philadelphia
state: PA
country: USA
- institution: Alex's Lemonade Stand Foundation
department: Childhood Cancer Data Lab
city: Philadelphia
state: PA
country: USA
diagnostics:
order: 9
contributions:
- Writing - Review & Editing
- Project Administration
- Writing - Original Draft
- Conceptualization
-
github: mprobson
name: Michael P. Robson
initials: MPR
orcid: 0000-0002-4859-0033
email: michael.robson@villanova.edu
contributions:
- Software
code of conduct:
confirmed: Yes
affiliations:
- Department of Computing Sciences, Villanova University, Villanova, Pennsylvania, United States of America
coi:
string: "None"
lastapproved: !!str 2020-11-12
manuscripts:
methods:
order: 5
contributions:
- Software
- Methodology
- Supervision
affiliations:
- institution: Villanova University
department: Department of Computing Sciences
city: Villanova
state: PA
country: USA
-
github: SiminaB
name: Simina M. Boca
initials: SMB
orcid: 0000-0002-1400-3398
email: smb310@georgetown.edu
contributions:
- Methodology
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, District of Columbia, United States of America
coi:
string: Currently an employee at AstraZeneca, Gaithersburg, MD, USA, may own stock or stock options.
lastapproved: !!str 2021-07-01
manuscripts:
pathogenesis:
order: 4
contributions:
- Writing - Review & Editing
pharmaceuticals:
order: 9
contributions:
- Writing - Review & Editing
- Project Administration
methods:
order: 2
contributions:
- Methodology
affiliations:
- institution: Georgetown University Medical Center
department: Innovation Center for Biomedical Informatics
city: Washington
state: DC
country: USA
-
github: nilswellhausen
name: Nils Wellhausen
initials: NW
orcid: 0000-0001-8955-7582
email: nilsw@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
- Project Administration
- Visualization
code of conduct:
confirmed: Yes
affiliations:
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
coi:
string: "None"
lastapproved: !!str 2020-11-03
manuscripts:
pathogenesis:
order: 4
contributions:
- Writing - Review & Editing
- Writing - Original Draft
- Visualization
pharmaceuticals:
order: 2
contributions:
- Writing - Review & Editing
- Writing - Original Draft
- Project Administration
- Visualization
diagnostics:
order: 6
contributions:
- Writing - Review & Editing
- Visualization
vaccines-trad:
order: 3
contributions:
- Project Administration
- Writing - Review & Editing
vaccines-novel:
order: 5
contributions:
- Project Administration
-
github: RLordan
name: Ronan Lordan
initials: RL
orcid: 0000-0001-9668-3368
twitter: el_ronan
email: ronan.lordan@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Institute for Translational Medicine and Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104-5158, USA
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania; Philadelphia, PA 19104, USA
coi:
string: "None"
lastapproved: !!str 2020-11-03
manuscripts:
pathogenesis:
order: 3
contributions:
- Writing - Review & Editing
nutraceuticals:
order: 1
contributions:
- Writing - Review & Editing
- Writing - Original Draft
- Conceptualization
- Project Administration
pharmaceuticals:
order: 5
contributions:
- Writing - Review & Editing
- Writing - Original Draft
- Project Administration
diagnostics:
order: 2
contributions:
- Writing - Review & Editing
- Writing - Original Draft
- Project Administration
vaccines-trad:
order: 2
contributions:
- Project Administration
- Writing - Review & Editing
- Writing - Original Draft
vaccines-novel:
order: 2
contributions:
- Project Administration
- Visualization
- Writing - Review & Editing
- Writing - Original Draft
-
github: cbrueffer
name: Christian Brueffer
initials: CB
orcid: 0000-0002-3826-0989
twitter: cbrueffer
email: christian.brueffer@med.lu.se
contributions:
- Writing - Original Draft
- Writing - Review & Editing
- Project Administration
code of conduct:
confirmed: Yes
affiliations:
- InSilico Consulting AB, Lund, Sweden
- Department of Clinical Sciences, Lund University, Lund, Sweden
coi:
string: Shareholder of SAGA Diagnostics AB.
lastapproved: !!str 2023-03-06
manuscripts:
pathogenesis:
order: 6
contributions:
- Writing - Review & Editing
- Writing - Original Draft
pharmaceuticals:
order: 6
contributions:
- Writing - Review & Editing
- Project Administration
diagnostics:
order: 2
contributions:
- Writing - Review & Editing
- Project Administration
- Writing - Original Draft
-
github: rays1987
name: Sandipan Ray
initials: SR
orcid: 0000-0002-9960-5768
email: sandipan.ray@bt.iith.ac.in
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Department of Biotechnology, Indian Institute of Technology Hyderabad, Kandi, Sangareddy 502285, Telangana, India
coi:
string: "None"
lastapproved: !!str 2020-11-11
manuscripts:
pathogenesis:
order: 3
contributions:
- Writing - Review & Editing
- Writing - Original Draft
-
github: LucyMcGowan
name: Lucy D\'Agostino McGowan
initials: LDM
orcid: 0000-0001-7297-9359
twitter: LucyStats
email: lucydagostino@gmail.com
contributions:
- Methodology
- Writing - Original Draft
code of conduct:
confirmed: Yes
affiliations:
- Department of Mathematics and Statistics, Wake Forest University, Winston-Salem, North Carolina, United States of America
coi:
string: "Received consulting fees from Acelity and Sanofi in the past five years"
lastapproved: !!str 2020-11-10
manuscripts:
pathogenesis:
order: 4
contributions:
- Writing - Review & Editing
- Writing - Original Draft
methods:
order: 3
contributions:
- Methodology
affiliations:
- institution: Wake Forest University
department: Department of Mathematics and Statistics
city: Winston-Salem
state: NC
country: USA
-
github: agitter
name: Anthony Gitter
initials: AG
orcid: 0000-0002-5324-9833
twitter: anthonygitter
email: gitter@biostat.wisc.edu
contributions:
- Methodology
- Software
- Project Administration
- Writing - Original Draft
- Writing - Review & Editing
- Visualization
affiliations:
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
- Morgridge Institute for Research, Madison, Wisconsin, United States of America
code of conduct:
confirmed: Yes
coi:
string: "Inventor of patent US-11410440-B2 assigned to the Wisconsin Alumni Research Foundation related to classifying activated T cells."
lastapproved: !!str 2023-01-11
funders:
- John W. and Jeanne M. Rowe Center for Research in Virology
manuscripts:
vaccines-trad:
order: 7
contributions:
- Writing - Review & Editing
- Writing - Original Draft
- Project Administration
vaccines-novel:
order: 9
contributions:
- Writing - Review & Editing
- Project Administration
- Software
pathogenesis:
order: 9
contributions:
- Methodology
- Software
- Project Administration
- Writing - Review & Editing
pharmaceuticals:
order: 10
contributions:
- Writing - Review & Editing
- Project Administration
- Visualization
- Software
methods:
order: 10
contributions:
- Software
- Methodology
- Project Administration
- Writing - Review & Editing
- Writing - Original Draft
- Visualization
affiliations:
- institution: University of Wisconsin-Madison
department: Department of Biostatistics and Medical Informatics
city: Madison
state: WI
country: USA
- institution: Morgridge Institute for Research
city: Madison
state: WI
country: USA
diagnostics:
order: 8
contributions:
- Methodology
- Software
- Project Administration
- Writing - Review & Editing
-
github: aadattoli
name: Anna Ada Dattoli
initials: AAD
orcid: 0000-0003-1462-831X
twitter: aadattoli
email: anna.dattoli@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
code of conduct:
confirmed: No
affiliations:
- Department of Pathology and Laboratory Medicine, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Systems Pharmacology & Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
coi:
string: "None"
lastapproved: !!str 2020-03-26
manuscripts:
pharmaceuticals:
order: 4
contributions:
- Writing - Original Draft
diagnostics:
order: 3
contributions:
- Writing - Original Draft
-
github: rdvelazquez
name: Ryan Velazquez
initials: RV
orcid: 0000-0002-3655-3403
email: rnhvelazquez@gmail.com
contributions:
- Methodology
- Software
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Azimuth1, McLean, Virginia, United States of America
coi:
string: "None"
lastapproved: !!str 2020-11-10
manuscripts:
pathogenesis:
order: 6
contributions:
- Writing - Review & Editing
methods:
order: 7
contributions:
- Software
- Methodology
affiliations:
- institution: Azimuth1
city: McLean
state: VA
country: USA
-
github: johnbarton
name: John P. Barton
initials: JPB
orcid: 0000-0003-1467-421X
twitter: _jpbarton
email: john.barton@ucr.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Department of Physics and Astronomy, University of California-Riverside, Riverside, California, United States of America
coi:
string: "None"
lastapproved: !!str 2020-11-11
manuscripts:
pathogenesis:
order: 7
contributions:
- Writing - Review & Editing
- Writing - Original Draft
-
github: Jeff-Field
name: Jeffrey M. Field
initials: JMF
orcid: 0000-0001-7161-7284
email: jfield@upenn.edu
contributions:
- Writing - Original Draft
code of conduct:
confirmed: yes
affiliations:
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
coi:
string: "None"
lastapproved: !!str 2020-11-12
manuscripts:
pharmaceuticals:
order: 6
contributions:
- Writing - Review & Editing
- Writing - Original Draft
-
github: rbharath
name: Bharath Ramsundar
initials: BR
orcid: 0000-0001-8450-4262
twitter: rbhar90
email: bharath.ramsundar@gmail.com
contributions:
- Investigation
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- The DeepChem Project, https://deepchem.io/
coi:
string: "None"
lastapproved: !!str 2020-11-11
manuscripts:
pharmaceuticals:
order: 7
contributions:
- Writing - Review & Editing
-
github: adamlmaclean
name: Adam L. MacLean
initials: ALM
orcid: 0000-0003-0689-7907
twitter: adamlmaclean
email: macleana@usc.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Department of Quantitative and Computational Biology, University of Southern California, Los Angeles, California, United States of America
coi:
string: "None"
lastapproved: !!str 2021-02-23
manuscripts:
pathogenesis:
order: 2
contributions:
- Writing - Review & Editing
- Writing - Original Draft
-
github: ajlee21
name: Alexandra J. Lee
initials: AJL
orcid: 0000-0002-0208-3730
email: ajlee21@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
coi:
string: "None"
lastapproved: !!str 2020-11-09
funders:
- the Gordon and Betty Moore Foundation (GBMF 4552)
manuscripts:
pathogenesis:
order: 2
contributions:
- Writing - Review & Editing
- Writing - Original Draft
pharmaceuticals:
order: 4
contributions:
- Writing - Original Draft
- Writing - Review & Editing
vaccines-trad:
order: 3
contributions:
- Writing - Review & Editing
- Writing - Original Draft
vaccines-novel:
order: 5
contributions:
- Writing - Review & Editing
-
github: ismms-himc
name: Immunology Institute of the Icahn School of Medicine
initials: IIISM
contributions:
- Data Curation
code of conduct:
confirmed: No
affiliations:
- Immunology Institute of the Icahn School of Medicine
coi:
string: "None"
lastapproved: !!str 2020-04-07
consortium: Yes
-
github: hufengling
name: Fengling Hu
initials: FH
orcid: 0000-0003-1081-5038
twitter: hufengling
email: Fengling.Hu@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: No
affiliations:
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
coi:
string: "None"
lastapproved: !!str 2020-04-08
manuscripts:
pharmaceuticals:
order: 4
contributions:
- Writing - Original Draft
- Writing - Review & Editing
-
github: nafisajadavji
name: Nafisa M. Jadavji
initials: NMJ
orcid: 0000-0002-3557-7307
twitter: nafisajadavji
email: njadav@midwestern.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Biomedical Science, Midwestern University, Glendale, AZ, United States of America
- Department of Neuroscience, Carleton University, Ottawa, Ontario, Canada
coi:
string: "None"
lastapproved: !!str 2020-11-11
funders:
- the American Heart Association (20AIREA35050015)
manuscripts:
pharmaceuticals:
order: 6
contributions:
- Writing - Review & Editing
- Supervision
- Writing - Original Draft
-
github: esell17
name: Elizabeth Sell
initials: ES
orcid: 0000-0002-9658-1107
email: Elizabeth.Sell@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
code of conduct:
confirmed: Yes
affiliations:
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
coi:
string: "None"
lastapproved: !!str 2020-11-11
manuscripts:
pathogenesis:
order: 4
contributions:
- Writing - Review & Editing
- Writing - Original Draft
vaccines-trad:
order: 4
contributions:
- Writing - Review & Editing
- Writing - Original Draft
vaccines-novel:
order: 4
contributions:
- Writing - Review & Editing
-
github: vincerubinetti
name: Vincent Rubinetti
initials: VR
orcid: 0000-0002-4655-3773
email: vince.rubinetti@gmail.com
contributions:
- Writing - Original Draft
- Software
code of conduct:
confirmed: Yes
affiliations:
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Center for Health AI, University of Colorado School of Medicine, Aurora, Colorado, United States of America
coi:
string: "None"
lastapproved: !!str 2021-04-29
manuscripts:
methods:
order: 6
contributions:
- Writing - Original Draft
- Software
- Visualization
affiliations:
- institution: University of Colorado School of Medicine
department: Center for Health AI
city: Aurora
state: CO
country: USA
- institution: University of Pennsylvania
department: Perelman School of Medicine, Department of Systems Pharmacology and Translational Therapeutics
city: Philadelphia
state: PA
country: USA
-
github: jinhui2
name: Jinhui Wang
initials: JW
orcid: 0000-0002-5796-8130
email: jinhui2@pennmedicine.upenn.edu
contributions:
- Writing - Review & Editing
code of conduct:
confirmed: No
affiliations:
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
coi:
string: "None"
lastapproved: !!str 2021-01-21
manuscripts:
pathogenesis:
order: 6
contributions:
- Writing - Review & Editing
pharmaceuticals:
order: 7
contributions:
- Writing - Original Draft
-
github: dianerafi
name: Diane N. Rafizadeh
initials: DNR
orcid: 0000-0002-2838-067X
email: diane.rafizadeh@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
- Project Administration
affiliations:
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
code of conduct:
confirmed: yes
coi:
string: "None"
lastapproved: !!str 2020-11-11
funders:
- NIH Medical Scientist Training Program T32 GM07170
manuscripts:
pharmaceuticals:
order: 5
contributions:
- Writing - Original Draft
- Writing - Review & Editing
- Project Administration
-
github: anskelly
name: Ashwin N. Skelly
initials: ANS
orcid: 0000-0002-1565-3376
email: ashwin.skelly@pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
- Writing - Review & Editing
affiliations:
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Institute for Immunology, University of Pennsylvania Perelman School of Medicine, Philadelphia, United States of America
code of conduct:
confirmed: yes
coi:
string: "None"
lastapproved: !!str 2020-11-11
funders:
- NIH Medical Scientist Training Program T32 GM07170
manuscripts:
pathogenesis:
order: 4
contributions:
- Writing - Review & Editing
- Writing - Original Draft
pharmaceuticals:
order: 7
contributions:
- Writing - Review & Editing
-
github: marouenbg
name: Marouen Ben Guebila
initials: MBG
orcid: 0000-0001-5934-966X
twitter: marouenbg
email: marouen.b.guebila@gmail.com
contributions:
- Writing - Original Draft
affiliations:
- Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, United States of America
code of conduct:
confirmed: yes
coi:
string: "None"
lastapproved: !!str 2021-08-02
manuscripts:
pathogenesis:
order: 4
contributions:
- Writing - Review & Editing
- Writing - Original Draft
pharmaceuticals:
order: 6
contributions:
- Writing - Original Draft
-
github: likhithakolla
name: Likhitha Kolla
initials: LK
orcid: 0000-0002-1169-906X
twitter: lkolla2018
email: Likhitha.Kolla@Pennmedicine.upenn.edu
contributions:
- Writing - Original Draft
affiliations:
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
code of conduct:
confirmed: yes
coi:
string: "None"
lastapproved: !!str 2020-11-16
funders:
- NIH Medical Scientist Training Program T32 GM07170
manuscripts:
vaccines-trad:
order: 5
contributions:
- Writing - Review & Editing
vaccines-novel:
order: 3
contributions:
- Writing - Review & Editing
- Writing - Original Draft
-
github: davidmanheim
name: David Manheim
initials: DM
orcid: 0000-0001-8599-8380
twitter: davidmanheim
email: davidmanheim@gmail.com
contributions:
- Writing - Original Draft
- Investigation
affiliations:
- 1DaySooner, Delaware, United States of America
- Risk and Health Communication Research Center, School of Public Health, University of Haifa, Haifa, Israel
- Technion, Israel Institute of Technology, Haifa, Israel
code of conduct:
confirmed: yes
coi:
string: "None"
lastapproved: !!str 2022-03-15
funders:
- Center for Effective Altruism, Long Term Future Fund
manuscripts:
diagnostics:
order: 3
contributions: