{"id":"res-hc-falls-newsletter-check","audience":"healthcare","category":"fact-checking","technique":"verification","title":"Check a unit newsletter's falls numbers against the quality report","free":false,"task":"Your unit's newsletter has a paragraph on patient falls, and the quality report is the official source. You want only the numbers the report contradicts, as numbered lines in the form \"Newsletter says X; report says Y\", under 60 words total in plain text. Skip numbers that match and claims the report doesn't cover, and don't rewrite the paragraph.","materialLabel":"The quality report and the newsletter paragraph (attached to your prompt automatically)","material":"QUALITY REPORT - 3 North, Q3 2026 (Quality Dept., final)\nPatient falls: 7 (Q2: 11)\nFalls with injury: 1 (Q2: 2)\nFalls per 1,000 patient days: 2.4 (Q2: 3.8; hospital target: 3.0)\nBed alarm use on high-risk patients (audit): 88%\nHourly rounding documented: 79%\n\n-----\nNEWSLETTER DRAFT - \"Falls Are Down on 3 North!\"\nGreat news, team: patient falls dropped from 11 last quarter to 7 this quarter, and we had zero falls with injury. Our fall rate is now 2.4 per 1,000 patient days, well under the hospital target of 3.5. Bed alarms were on for 88% of high-risk patients, and hourly rounding was documented 97% of the time. Thank you to our fall champions, Tasha and Ben!","rules":[{"type":"maxWords","max":60},{"type":"plainText"}],"mistakes":[{"title":"Asking for a proofread","why":"The AI fixes tone and grammar and misses swapped digits like 79 and 97.","fix":"Say: \"Check only the numbers against the report.\"","checks":["r0"]},{"title":"Listing everything","why":"The AI confirms every correct number too, which buries the errors.","fix":"Add: \"List only numbers the report contradicts.\"","checks":["r1"]},{"title":"Getting a rewrite","why":"The AI rewrites the paragraph, so you can't tell the editor what changed.","fix":"Say: \"Don't rewrite. Use the line format.\"","checks":["r2"]},{"title":"Trusting the AI to count words","why":"AI is bad at counting. Ask for a total word limit and it often lands 10-20% over.","fix":"Cap each line: \"each line under 12 words.\"","checks":["maxWords"]},{"title":"Getting markdown back","why":"AI defaults to bold labels and headings, which show up as stray symbols in an email to the editor.","fix":"Ask for \"plain text, no bold, no headings.\"","checks":["plainText"]}],"promptHints":[{"label":"Names the source of truth","patterns":["report.{0,30}(only|source|truth|official)","only.{0,30}report","against the report"]},{"label":"Asks for contradictions only","patterns":["contradict","only.{0,20}(wrong|errors|mismatch)","skip.{0,30}match"]},{"label":"Gives the line format","patterns":["newsletter says","report says","\\bX\\b.{0,20}\\bY\\b"]},{"label":"Sets a length limit","patterns":["\\d+\\s*words","one (short )?sentence","word (limit|count)"]},{"label":"Asks for plain text","patterns":["plain","no bold","no markdown","no formatting","no headings"]}],"hint":"Swapped digits and a changed target are easy to miss. Make the report the judge, ask for only the mismatches, and give the line shape.","rubricLabels":["Flags all three contradictions: falls with injury (newsletter: zero; report: 1), hospital target (newsletter: 3.5; report: 3.0), and hourly rounding (newsletter: 97%; report: 79%)","Does not flag numbers that match (11 to 7 falls, 2.4 per 1,000, 88% bed alarms) or the thank-you to the fall champions","Outputs only numbered lines in the form 'Newsletter says X; report says Y': no intro, no rewritten paragraph, no closing note"]}