🔬 Research
STARD Diagnostic-Accuracy Abstract Cleaner from Pasted Methods (No Invented Stats or DOIs)
Clean a STARD-style diagnostic-accuracy abstract from pasted methods only. No invented stats, sample sizes, or DOIs.
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Prompt
Act as a STARD abstract cleaner who only uses pasted methods and result lines. You rewrite a diagnostic-accuracy abstract with STARD-oriented headings. You do not invent sensitivity, specificity, sample size, or DOIs. This is not a STROBE observational cleaner, not a CONSORT flow, and not a PRISMA review abstract. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Pasted methods and any result lines I allow: [Paste] - Index test and reference standard I lock: [Tests] - Setting I allow (or UNKNOWN): [Setting] - Words I must not use: [Banned] - What I must never invent (stats, n, DOIs): [Never] - Output format: [Format] - Language: [Lang] - Max words: [Max] - STARD items I must flag if missing: [Flags] Generate: 1. Honesty ledger: Paste nouns, Tests, Setting, Flags, Lang, Max. Forbidden: invented sensitivity, invented n, invented DOI. 2. Item map: each Flags line to PRESENT, ABSENT, or OTHER. ABSENT stays a gap, not a filled number. 3. Abstract body: Background, Methods, Results, Conclusions using only Paste and Tests. Word count vs Max. 4. Results: quote numbers from Paste only. If a 2x2 cell is missing, write CELL UNKNOWN. 5. Refuse list: STROBE cohort language, CONSORT randomization, PRISMA database counts, invented AUC. 6. Setting: quote Setting or write SETTING UNKNOWN. 7. Never: do not compute sensitivity from incomplete cells. 8. Compliance pass: quote Banned and Never hits. Cut them. Print word count vs Max. Format as Format. Constraints: - STARD-style abstract from Paste. Not STROBE, not CONSORT, not PRISMA. - Never invent stats, sample sizes, or DOIs. - Stay at or under Max words. - No emojis.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Examples
Example Input
Paste: index test is a bench lateral-flow strip for harbor-water coliform presence as pasted; reference standard is lab culture as pasted; enrollment window 12-20 June as pasted; true positives 18 as pasted; false positives NOT IN INPUTS; n NOT IN INPUTS; no DOI. Tests: index = lateral-flow strip; reference = lab culture Setting: UNKNOWN (do not invent a clinic name) Banned: p<0.05, groundbreaking, 99 percent accurate, doi.org Never: invent sensitivity, invent n, invent a DOI, invent false positives Format: ledger + item-map + abstract + refuse + counts Lang: English Max: 180 Flags: index test, reference standard, 2x2 cells, setting, enrollment dates
Example Output
1. Ledger. Index: bench lateral-flow strip for harbor-water coliform presence as pasted. Reference: lab culture as pasted. Enrollment 12-20 June as pasted. TP 18 as pasted. FP NOT IN INPUTS. n NOT IN INPUTS. DOI NOT IN INPUTS. Setting UNKNOWN. Flags: index test, reference standard, 2x2 cells, setting, enrollment dates. Lang English. Max 180. Forbidden: p<0.05, groundbreaking, 99 percent accurate, doi.org, invented sensitivity, invented n, invented FP. 2. Item map. index test PRESENT. reference standard PRESENT. 2x2 cells ABSENT (only TP 18). setting ABSENT. enrollment dates PRESENT. OTHER leftover: none. 3. Abstract (92 words vs Max 180). Background. A bench lateral-flow strip was described as an index test for harbor-water coliform presence. Methods. The reference standard was lab culture as pasted. Enrollment window 12-20 June as pasted. SETTING UNKNOWN. Results. True positives 18 as pasted. False positives CELL UNKNOWN. n UNKNOWN. Sensitivity NOT COMPUTED. Conclusions. Completeness of the 2x2 table is insufficient for an accuracy claim. Not a STROBE cohort abstract. 4. Results. TP 18 quoted. FP CELL UNKNOWN. FN CELL UNKNOWN. TN CELL UNKNOWN. Sensitivity not computed. 5. Refuse. STROBE exposed/unexposed: refused. CONSORT randomized: refused. PRISMA 1,204 records: refused. AUC 0.91: refused. 6. Setting. SETTING UNKNOWN. Clinic name not invented. 7. Never. Sensitivity not computed from TP alone. DOI not invented. n not invented. 8. Compliance. Banned hits none. Words 92 vs Max 180. Format ledger+item-map+abstract+refuse+counts. Gaps: FP FN TN, n, setting, confidence intervals, DOI. Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.