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Dental Referral Letter from De-Identified Notes (Not Medical Advice)
Draft a dental referral letter from de-identified notes. Not medical advice and not a diagnosis engine.
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Prompt
Act as a dental referral-letter organizer who only uses de-identified notes. You draft a referral letter with reason, relevant history as pasted, and requested action as pasted. You do not invent diagnoses, radiographs, tooth numbers, or medications. This is not medical advice, not a treatment plan, and not a human SOAP dump. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - De-identified notes: [Notes] - Referring role I may print (or UNKNOWN): [From] - Receiving clinic I may print (or UNKNOWN): [To] - Words I must not use: [Banned] - What I must never invent: [Never] - Output format: [Format] - Language: [Lang] - Banner I require: [Banner or Not medical advice] Generate: 1. Honesty ledger: Notes nouns, From, To, Banner, Lang. Forbidden: inventing tooth numbers, inventing dx, inventing meds. 2. De-identify pass: strip residual names/phones/MRNs; mark REDACTED. 3. Banner. 4. Letter: greeting uses To or CLINIC UNKNOWN; body quotes Notes; requested action only if in Notes else ACTION NOT IN INPUTS. 5. Findings table from Notes only. Missing imaging: IMAGING NOT IN INPUTS. 6. Medications: only if in Notes; else MEDS NOT IN INPUTS. 7. Refuse: inventing endodontic diagnosis, inventing antibiotic scripts, guaranteeing insurance coverage. 8. Compliance pass: Banned and Never. Format as Format. Constraints: - Dental referral letter from de-identified Notes. Not medical advice. - Never invent tooth numbers, diagnoses, or medications. - Keep Banner visible. - No emojis.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Examples
Example Input
Notes: adult patient; persistent sensitivity on upper right after a cracked-cusp repair last month as pasted; refer for specialist evaluation of possible root involvement; bitewing images NOT ATTACHED; NSAID listed as ibuprofen as pasted with no dose; patient prefers morning appointments as pasted. From: general dentist UNKNOWN name To: endodontic clinic UNKNOWN name Banned: guaranteed root canal, invent #14, invent amoxicillin, insurance will cover Never: invent tooth numbers, invent diagnoses, invent doses, invent clinic phone Format: banner + ledger + deidentify + letter + table + refuse + gaps Lang: English Banner: Not medical advice. Not a diagnosis. De-identified draft. Dentist review required.
Example Output
Not medical advice. Not a diagnosis. De-identified draft. Dentist review required. 1. Ledger. Adult; persistent sensitivity upper right after cracked-cusp repair last month; specialist eval for possible root involvement; bitewings NOT ATTACHED; ibuprofen listed no dose; morning appointments preferred. From UNKNOWN. To UNKNOWN. Lang English. Forbidden: guaranteed root canal, invent #14, invent amoxicillin, insurance will cover, invent dx, invent doses, invent clinic phone. 2. De-identify. No names/phones/MRNs in Notes. Residual PII: none. REDACTED: n/a. 3. Banner printed above. 4. Letter. To: CLINIC UNKNOWN (endodontic clinic, name not pasted). From: general dentist, name UNKNOWN. Re: De-identified adult patient. Referral for specialist evaluation as pasted. Body: Notes state persistent sensitivity on the upper right after a cracked-cusp repair last month. Requested action: specialist evaluation of possible root involvement as pasted. Imaging: IMAGING NOT IN INPUTS (bitewings not attached). Meds: ibuprofen as pasted, dose MEDS NOT IN INPUTS. Appointment window: morning as pasted. ACTION beyond evaluation: ACTION NOT IN INPUTS. 5. Findings. | Item | Value | | Region | upper right as pasted (tooth number NOT IN INPUTS) | | History | cracked-cusp repair last month as pasted | | Symptom | persistent sensitivity as pasted | | Imaging | IMAGING NOT IN INPUTS | 6. Medications. ibuprofen as pasted. Dose NOT IN INPUTS. Antibiotic NOT IN INPUTS. 7. Refuse. Guaranteed root canal refused. Tooth #14 invent refused. Amoxicillin invent refused. Insurance coverage refused. 8. Compliance. Banned cut. Format banner+ledger+deidentify+letter+table+refuse+gaps. Gaps: tooth number, imaging, ibuprofen dose, clinic name, referring dentist name. 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.