Match a finished or near-finished imaging-AI / radiomics / radiogenomics manuscript to the right target journals and build a submission tier list (reach / target / safety) grounded in each venue's publication patterns, author-guide style profiles, and the paper's real strengths and weaknesses. Use when the user asks where to submit, "选刊/投哪个期刊", journal selection, "can this go to Nature Medicine / Science / NEJM / Lancet / Lancet Oncology / Lancet Digital Health / Radiology", fit assessment, or a submission ladder. Uses The Lancet Digital Health guide as the default Lancet-series proxy. Grades external validation, prospectivity, reader study, calibration, clinical utility, sample size, centers, novelty, and reporting compliance; returns fit, risk, strengthening priorities, and venue-style requirements. Verifies current journal scope via live search; never selects on impact factor alone.
Instalação
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Match a finished or near-finished imaging-AI / radiomics / radiogenomics manuscript to the right target journals and build a submission tier list (reach / target / safety) grounded in each venue's publication patterns, author-guide style profiles, and the paper's real strengths and weaknesses. Use when the user asks where to submit, "选刊/投哪个期刊", journal selection, "can this go to Nature Medicine / Science / NEJM / Lancet / Lancet Oncology / Lancet Digital Health / Radiology", fit assessment, or a submission ladder. Uses The Lancet Digital Health guide as the default Lancet-series proxy. Grades external validation, prospectivity, reader study, calibration, clinical utility, sample size, centers, novelty, and reporting compliance; returns fit, risk, strengthening priorities, and venue-style requirements. Verifies current journal scope via live search; never selects on impact factor alone.
Journal Selection & Submission Tiering
Use this skill when the paper is essentially written and the question is where to send it.
It reads the manuscript's real strengths and weaknesses, grades it on the dimensions imaging
venues actually weigh, and returns an honest reach / target / safety ladder — not a wish
list ranked by impact factor.
Core stance
Fit beats prestige. The best journal is the one whose published pattern matches this
paper's design and evidence — not the highest impact factor it might survive.
Grade honestly on the right axes. External validation, prospectivity, reader/clinical-
utility evidence, calibration, sample size, number of centers, and novelty determine tier far
more than topic.
Name the biggest weakness first. The limiting factor (single-center, no external
validation, small n, retrospective) sets the realistic ceiling; say it plainly.
Patterns are durable; current scope is not. Use the publication-pattern heuristics here,
but verify each candidate's current aims/scope live (→ radiology-search) before committing.
A ladder, not a bet. Give reach/target/safety with the trade-off (turnaround, fit, risk),
and what to strengthen to move up a tier.
Integrity. Don't promise acceptance, don't inflate an under-validated paper into a top-tier
pitch, and don't pick on impact factor alone.
When to use
"Where should I submit this?" / "这篇文章适合投哪个期刊？/ 帮我选刊。"
"Can my single-center retrospective radiomics paper go to Nature Medicine / Lancet Digital Health?"
"Build me a reach/target/safety submission list."
"What's the biggest weakness deciding my journal tier, and how do I move up?"
The user supplies author-guide PDFs/classic articles, asks for journal "taste," or the target is European Radiology / Nature Partner / npj and style/logistics must match the parsed guide profile
Workflow
Extract the paper profile — type (DTA / prediction / radiomics / radiogenomics / reader /
segmentation), core selling point, and the single biggest weakness.
Grade it (fit-grading.md) on: external validation, prospectivity, reader/utility evidence,
calibration, sample size, centers, novelty, reporting compliance.
Map to venues (venue-patterns.md) — which tiers the grade realistically reaches; reject
obvious mismatches with the reason.
Apply venue style profile when available (venue-style-profiles.md) — article shape,
house taste, required compliance artifacts, and visual/writing constraints from supplied
guides or classic papers.
Verify current scope — hand each shortlisted venue to radiology-search to confirm it
still publishes this kind of work and recently has.
Build the ladder — reach / target / safety, each with match reason, risk, turnaround
consideration, and the one thing to strengthen to climb.
Logistics (submission-logistics.md) — article type, limits, cover-letter angle, suggested
reviewers, and any transfer cascade.
Output contract
Paper profile — type, core selling point, biggest weakness, reporting-guideline fit.
Fit grade — scored on the tier-deciding dimensions, with the limiting factor named.
Submission ladder — Reach / Target / Safety, each: venue (pattern-matched + to be
verified live), match reason, risk, what to strengthen to move up.
Strengthen-first — the highest-leverage improvements to raise the tier (→ relevant skill).
Verify now — the live-scope checks to run before submitting (→ radiology-search).
Venue style — if a guide/profile is available: article shape, voice, figure/table
taste, and compliance artifacts to satisfy before submission.
A good selection reads like a mentor who has published across these venues: it names the paper's
ceiling honestly, gives a realistic ladder, verifies scope rather than trusting memory, and tells
the author exactly what to strengthen to aim higher — never selling impact factor as fit.
Handoffs
Pre-submission audit to fix weaknesses first → radiology-prereview.
Reporting-guideline compliance and the submission map → radiology-reporting.
