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https://doi.org/10.12688/f1000research.164015.2
Research Article metrics
Revised
Quantitative AI yields algorithmic RNA biomarkers from a rheumatoid arthritis clinical trial, accurately predicting individual patient responses to anti-TNF treatment, providing a novel approach to companion diagnostic discovery.   
[version 2; peer review: 2 approved with reservations]
Kevin Horgan, Michael F McDermott, Douglas Harrington, Vahan Simonyan, Patrick Lilley
Peer Reviewers Daniel H. Solomon and Kathryne Marks; Jean Roudier
LATEST VERSION PUBLISHED 14 Feb 2026
https://doi.org/10.12688/f1000research.174235.1
Research Article metrics
Improving the characteristics of mozzarella cheese manufactured in an unconventional way and fortified with nanosalt and studying the effect of freezing on it
[version 1; peer review: 2 not approved]
Shaymaa Khairi, Nahla Tariq, Firas Salih, Rea Omer
Peer Reviewers Tugba Kilic; Yogesh Khetra
PUBLISHED 14 Feb 2026
https://doi.org/10.12688/f1000research.161945.1
Software Tool Article metrics
RAWR v1.0: a software suite for phylogenetic support estimation and other sequence-aware RAndom Walk Resampling tasks
[version 1; peer review: 2 approved with reservations]
Julia Zheng, Wei Wang, Byungho Lee, Kevin J. Liu
Peer Reviewers Yasamin Tabatabaee; Sungsik Kong
  • Funder
  • Division of Graduate Education
PUBLISHED 14 Feb 2026
https://doi.org/10.12688/f1000research.171774.2
Study Protocol metrics
Revised
Tracking the Evolving Role of Artificial Intelligence in Implementation Science: Protocol for a Living Scoping Review of Applications, Evaluation Approaches and Outcomes
[version 2; peer review: 2 approved]
Guillaume Fontaine, Olivia Di Lalla, Susan Michie, Byron J. Powell, Vivian Welch, James Thomas, Jeffery Chan, Samira Abbasgholizadeh-Rahimi, France Légaré, Janna Hastings, Sylvie D. Lambert, Justin Presseau, Sharon E. Straus, Ian D. Graham, Ruopeng An, Daniel N. Elakpa, Meagan Mooney, Alenda Dwiadila Matra Putra, Rachael Laritz, Natalie Taylor
Peer Reviewers Julia Brasileiro; James L David
LATEST VERSION PUBLISHED 12 Feb 2026
https://doi.org/10.12688/f1000research.174648.1
Research Article metrics
Comparative Evaluation of Microbial ,Physical and Chemical Pollution in Euphrates and Nadhim Al-Warar Rivers: Emerging Risks to Human Health
[version 1; peer review: 2 approved with reservations]
Hadeel Ahmed Kenoosh, Abdullah Abdul Jalil Yassin, Nour Thaer Adnan
Peer Reviewers Qater Al-nada Ali Kanaem Al-Ibady; Nayyef Azeez
PUBLISHED 11 Feb 2026
https://doi.org/10.12688/f1000research.169102.2
Research Article metrics
Revised
Multimodal Machine Learning Approach for Diagnosing Atopic Dermatitis
[version 2; peer review: 2 approved]
Alida Widiawaty, Wresti Indriatmi, Wisnu Jatmiko, Endi Novianto, Aria Kekalih, Hendra Gunawan, Pramudita Satria Palar, Muhammad Febrian Rachmadi, Sherly Dermawan, Tengku Laras Malahayati, Alif Wicaksana Ramadhan
Peer Reviewers Sebastian Sitaru; Tomasz Krzywicki
  • Funder
  • This study was supported by the Indonesian Education Scholarship, the Center for Higher Education Funding and Assessment, and the Indonesian Endowment Fund for Education. The authors would like to thank the board-certified dermatologists, participating hospitals, and patients for their contributions. We also thank our collaborators in data science and medical informatics.
LATEST VERSION PUBLISHED 09 Feb 2026
https://doi.org/10.12688/f1000research.175212.1
Research Article metrics
Isolation of Staphylococcus spp. from Eye Infections and Molecular Characterization of Selected Isolates with the Highest Levels of Resistance
[version 1; peer review: 2 not approved]
Thara Sifyan Nada, Harith Ahmed Mustafa
Peer Reviewers Catarina Freitas; Patryk Wiśniewski
PUBLISHED 09 Feb 2026
https://doi.org/10.12688/f1000research.173335.1
Research Article metrics
Special Properties of Operators in Neutrosophic Crisp Topological Spaces
[version 1; peer review: 2 approved]
Hossam AL. Salman, Reyadh D. Ali
Peer Reviewers Sattar Hamzah; G.Thangaraj Thangaraj
PUBLISHED 09 Feb 2026
https://doi.org/10.12688/f1000research.172242.2
Research Article metrics
Revised
Some Extended Results of Common Fixed Point Theorems via Enhanced Categories of Contractive Mappings in Dd* - Symmetric Spaces
[version 2; peer review: 2 approved, 1 approved with reservations, 1 not approved]
Abduljabar K. Abbas, Ali A. Shihab, Alaa M.F. Al-Jumaili
Peer Reviewers Choonkil Park; Yousif Yaqoub Yousif; Khairul Habib Alam; Kapil Yadav
LATEST VERSION PUBLISHED 07 Feb 2026
https://doi.org/10.12688/f1000research.174407.1
Research Article metrics
Analyzing the Effectiveness of Macroeconomic Policies in Addressing Poverty in Iraq: An Econometric Study considering Digital Transformation and Artificial Intelligence for the Period (2004–2024)
[version 1; peer review: 2 approved]
Nadhem Abdullah Abid Al Mihimdy, Ahmed Abid Saleh Attia, Ministry of Finance–General Tax Authority
Peer Reviewers Antonio Sánchez Bayón; Nora Amelda Rizal
PUBLISHED 06 Feb 2026
https://doi.org/10.12688/f1000research.172259.1
Review metrics AWAITING PEER REVIEW
Exploring the potential of fungal application in sustainable biofuel production: innovations, challenges and future directions
[version 1; peer review: awaiting peer review]
Gufran Mahmood Mohammed, Sumaiya Naeema Hawar, Hanady Al-Shmgani
Peer Reviewers Invited
PUBLISHED 06 Feb 2026
https://doi.org/10.12688/f1000research.174830.1
Research Article metrics
Sentence Embedding Using Multimodal Approach: Combining FastText with AraBERT for Arabic Text Representation
[version 1; peer review: 2 not approved]
Hind Almayyali, Ahmed Aliwy
Peer Reviewers Ashraf Elnagar; Serry Sibaee
PUBLISHED 06 Feb 2026
https://doi.org/10.12688/f1000research.124917.3
Method Article metrics
Revised
Sample size variation in single-time post-dose assessment vs multi-time post-dose assessment
[version 3; peer review: 1 approved, 2 not approved]
Sarfaraz Sayyed, Ashwini Mathur, Asha Kamath
Peer Reviewers Kiranmoy Das; Ronald Geskus; Simon Vandekar
LATEST VERSION PUBLISHED 05 Feb 2026
https://doi.org/10.12688/f1000research.173647.2
Research Article metrics
Revised
Can ChatGPT write better scientific titles? A comparative evaluation of human-written and AI-generated titles
[version 2; peer review: 2 approved, 3 approved with reservations]
Paul Sebo, Bing Nie, Ting Wang
Peer Reviewers Aaron A. Funa; Renz Alvin Gabay; Helmi Ben Saad; Yustinus Calvin Gai Mali; Nurul Aini
LATEST VERSION PUBLISHED 05 Feb 2026
https://doi.org/10.12688/f1000research.176317.1
Systematic Review metrics
Systematic Review of the Torsional Performance of Concrete-Filled Double Skin Steel Tube (CFDST) Members under Fire Conditions Following PRISMA Protocols
[version 1; peer review: 1 not approved]
Omar Fazaa Rajab, Assim M. Lateef, Akram S. Mahmoud
Peer Reviewers Rakesh Kumar Patra
PUBLISHED 05 Feb 2026
https://doi.org/10.12688/f1000research.164241.2
Study Protocol metrics
Revised
OnabotulinumtoxinA blockade of the sphenopalatine ganglion in treatment-resistant chronic migraine (MiBlock): rationale, design and study protocol for a multi-centre, investigator initiated, randomised, quadruple-blinded placebo-controlled trial.
[version 2; peer review: 2 approved]
Tore Wergeland, Melanie Simpson, Irina Aschehoug, Lise Øie, Sozaburo Hara, Einar Tobias Vassbø Skalstad, Øyvind Salvesen, Erling Tronvik, Daniel Bratbak
Peer Reviewers Lanfranco Pellesi; Keiko Ihara
  • Funder
  • the Norwegian National Program for Clinical Therapy Research, KLINBEFORSK
LATEST VERSION PUBLISHED 05 Feb 2026
https://doi.org/10.12688/f1000research.174946.1
Review metrics AWAITING PEER REVIEW
Mechanisms of Neuroimmune Interactions in Stress Physiology, Health Implications, and Emerging Therapeutic Targets.
[version 1; peer review: awaiting peer review]
Regan Mujinya, Swase Dominic Terkimbi, Elna Owembabazi, Swabra Yahya Umutoni, Joseph Kibirige, Partick Maduabuchi Aja, Victor Otu Oka, Daniel Udofia Owu
Peer Reviewers Invited
PUBLISHED 03 Feb 2026
https://doi.org/10.12688/f1000research.171310.1
Systematic Review metrics AWAITING PEER REVIEW
Risk Factors and Prognostic Impact of Depression and Anxiety in Gastric Cancer: A Systematic Review
[version 1; peer review: awaiting peer review]
Kaka Renaldi, Andy William
Peer Reviewers Invited
PUBLISHED 03 Feb 2026
https://doi.org/10.12688/f1000research.172616.1
Research Article metrics
Mathematical and Statistical Properties for a New IDNAI Distribution[a]
[version 1; peer review: 1 approved, 1 approved with reservations]
Abbas Najim Salman, Iden Hassan
Peer Reviewers Nacira Seddik-Ameur; Chrisogonus K. Onyekwere
  • Funder
  • NO funding
PUBLISHED 03 Feb 2026
https://doi.org/10.12688/f1000research.173070.1
Research Article metrics
Key factors of Sustainable development on strengthening empowerment of environmental volunteer networks.
[version 1; peer review: 1 approved with reservations, 1 not approved]
Supit Boonlab, Sanitdech Jintana
Peer Reviewers Waiphot Kulachai; Sujarwoto Sujarwoto
  • Funder
  • Rajamangala University of Technology Thanyaburi
PUBLISHED 02 Feb 2026
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