01 · PLATFORM — THE CAPABILITY SHEET
Everything Littview does.
The complete reference, organized the way a systematic review actually runs — import to report. Every line on this page ships in the product today; nothing here is a roadmap item.
PREFER THE NARRATIVE? SEE HOW IT WORKS →F01 / IMPORT & ORGANIZE
Bring in the whole search.
6 CAPABILITIES
- .BIBBIBTEX
- .RISRIS
- .TXTPUBMED MEDLINE
- .XMLENDNOTE
- ZOTEROPDF LIBRARY
Four import formats
BibTeX, RIS, PubMed MEDLINE, and EndNote XML — thousands of references in a single batch.
Zotero PDF import
Pull full-text PDFs straight from your Zotero library; references come in via BibTeX export.
Batch validation
Malformed entries are flagged with a clear error report — never silently dropped.
Duplicate detection
Automatic detection across all your libraries, with an adjustable similarity threshold.
Auto-resolve or side-by-side
Bulk-resolve the obvious duplicates; review borderline pairs manually, field by field.
Tags & organization
Tag references and keep every source library visible and editable in one place.
F02 / SCREEN
Decide fast without losing rigor.
Criteria library
Reusable inclusion and exclusion criteria sets — build once, apply to your next review.
Automatic distribution
Papers split across reviewers with workload balancing — nobody hand-assigns 4,700 rows.
Keyboard-first screening
Include, exclude, and advance without touching the mouse.
AI suggestions
A decision, a 0–100 confidence score, and exactly which of your criteria drove it.
AI tiers you set
Criteria-only from paper one, or guided by your own resolved decisions as worked examples.
Full-text escalation
When the abstract isn’t enough, an optional AI re-analysis reads the entire PDF.
Per-reviewer AI control
The owner decides, person by person, who screens with AI assistance. The decision stays yours.
F03 / RESOLVE CONFLICTS
Disagreements surface themselves.
5 CAPABILITIES
RCT, n=1,204 — clearly meets the population criterion.
Pilot phase only — doesn’t this fail the duration criterion?
BOTH VOTES · BOTH NOTES · AI PROPOSAL · FULL AUDIT TRAIL — THE FINAL CALL STAYS YOURS
Automatic detection
The moment two reviewers disagree, a conflict opens — nothing gets buried in a spreadsheet.
Resolution workspace
Both votes, both sets of notes, and both reviewers’ PDF highlights in one view.
AI-proposed resolutions
A reasoned proposal built from everything both reviewers saw — never an automatic decision.
Full audit trail
Every vote, note, and final call is recorded — ready for the methods section.
Configurable thresholds
You define what counts as a conflict for your project.
If it’s on this sheet, it’s in the product. Nothing here is a preview, a beta flag, or a promise.
CAPABILITY SHEET · CHECKED AGAINST THE CURRENT BUILD
F04 / EXTRACT
Your form, your fields — with receipts.
6 CAPABILITIES
F04.1 — Custom templates
Text, number, dropdown, multi-select, and yes/no fields — shaped to your research question.
F04.2 — AI pre-fill
Every field it can fill comes with the exact sentence it came from, mapped to the source PDF.
F04.3 — Annotate while extracting
Highlight and comment on the PDF without leaving the form.
F04.4 — Second-reviewer verification
An optional verification pass with a field-by-field diff view.
F04.5 — Template library
Save extraction templates and reuse them across projects.
F04.6 — Notes & flags
Leave a note or flag any response for review — small doubts don’t get lost.
F05 / REPORT
From decisions to a submission-ready draft.
5 CAPABILITIES
| # | STUDY | DESIGN | N | OUTCOME |
|---|---|---|---|---|
| 12 | REVILLOD 2025 | RCT | 1,204 | TIME-TO-HIRE |
| 27 | OKAFOR 2024 | QUASI-EXP | 862 | ADVERSE IMPACT |
| 31 | LINDQVIST 2023 | COHORT | 2,410 | SELECTION ACCURACY |
| … 81 MORE ROWS — SORT · FILTER · EXPORT CSV | ||||
Across the 84 included studies, algorithmic hiring tools consistently reduced time-to-hire, with the strongest effects in randomized designs [12]. Evidence on adverse impact remains mixed [27], while large cohorts suggest accuracy gains persist at scale [31].
TABLE AND DRAFTS — BUILT FROM YOUR PROJECT’S REAL DECISIONS AND EXTRACTION DATA
EXPORTS: DOCX · CSV
F05.1
Evidence table
One row per included study — sortable, filterable, CSV export.
F05.2
AI Methods draft
Drafted from your actual criteria, screening setup, and inter-rater agreement.
F05.3
AI Results draft
Synthesized from your extraction data, with numeric [n] citations that resolve to your included studies.
F05.4
PRISMA 2020 diagram
Auto-computed from your project’s real numbers, across all phases. DOCX export.
F05.5
DOCX export
The report leaves the tool the way journals want it.
F06 / COLLABORATE & CONTROL
The right access for every role.
5 CAPABILITIES
| SCOPE | OWNER | ASSISTANT | REVIEWER |
|---|---|---|---|
| Project settings & criteria | ● | ◔ | ○ |
| AI access & credit budget | ● | ○ | ○ |
| Screening & voting | ◔ | ● | ● |
| Conflict resolution | ● | ◔ | ○ |
| Extraction & verification | ◔ | ● | ● |
| Reports & export | ● | ● | ○ |
● FULL CONTROL◔ ASSIGNED SCOPE○ READ-ONLY
F06.1
Three clear roles
Owner, assistant, reviewer — each sees exactly what they need, nothing more.
F06.2
Email invitations
Co-reviewers join from a single email — no account gymnastics.
F06.3
Per-reviewer AI toggle
Enable or disable AI assistance per person — useful for blinded passes.
F06.4
Notifications
In-app and email, for the moments that matter — assignments, conflicts, finished reports.
F06.5
Archive mode
Finished reviews go read-only — the record stays intact, nothing gets edited by accident.
F07 / SCALE & SECURITY
Built for real corpora.
5 CAPABILITIES
Tested at 5,000+ papers. Multi-reviewer projects at real review scale — pages stay fast when the corpus doesn’t.
Encrypted, end to end. Storage and transport, no exceptions.
Permissions enforced on the server. Access rules hold even against direct API calls — not just hidden buttons.
An AI usage dashboard. See exactly what AI work each project and each person has used — no black box, no surprise bill.
Your data, always. Export or delete your data anytime. It’s your review, not ours.
SEVEN STAGES · ONE AUDIT TRAIL
Stop stitching tools together.
Import to PRISMA to a drafted report — one place, one record. The free plan covers a full solo pass.