Expand ROS/PE: pertinent negatives for WNL, clinical descriptions for abnormal
- WNL/Normal systems now expand to 1-3 specific pertinent negatives instead of just "WNL" — varies each time, relates to chief complaint and differential (e.g., Skin: "no rash, no petechiae, no bruising" instead of "WNL") - Abnormal systems: AI expands physician's brief note into clinical description favoring most common presentation, adds only 1-2 related pertinent negatives (e.g., "pimples on face" → "inflammatory papules on bilateral cheeks...") - Format function now passes system domain details for context - Rules applied to well visit (full + short) and sick visit prompts
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2 changed files with 51 additions and 8 deletions
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@ -500,8 +500,15 @@
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if (!status) return;
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hasAny = true;
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var note = dataObj[sys.key + '_note'] || '';
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var statusLabel = status === 'wnl' ? 'WNL' : status === 'abnormal' ? 'Abnormal' : 'Not reviewed';
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lines.push(' ' + sys.label + ': ' + statusLabel + (note ? ' — ' + note : ''));
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if (status === 'wnl') {
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// WNL — tell AI to expand with pertinent negatives, include domain details for context
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lines.push(' ' + sys.label + ': NORMAL [domain: ' + sys.detail + ']');
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} else if (status === 'abnormal') {
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// Abnormal — user's note is the finding; AI should expand/describe it
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lines.push(' ' + sys.label + ': ABNORMAL' + (note ? ' — ' + note : '') + ' [domain: ' + sys.detail + ']');
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} else {
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lines.push(' ' + sys.label + ': Not reviewed');
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}
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});
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return hasAny ? lines.join('\n') : '';
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};
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@ -14,6 +14,39 @@ CRITICAL RULES FOR ALL OUTPUTS:
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- Use plain numbered lists (1. 2. 3.) or plain line breaks for structure, never markdown bullets
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`;
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const ROS_PE_RULES = `
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REVIEW OF SYSTEMS AND PHYSICAL EXAM EXPANSION RULES:
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When ROS or PE data is provided with NORMAL or ABNORMAL status:
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For NORMAL systems:
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- Do NOT simply write "WNL" or "within normal limits" — expand each into 1-3 specific pertinent negatives
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- Vary the negatives each time; do not repeat the same boilerplate
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- Choose negatives that are clinically relevant to the patient's age, chief complaint, and what you would want to rule out
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- Examples:
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ENT: NORMAL → "Ears: TMs clear bilaterally, no effusion. Nose: no congestion, no rhinorrhea. Throat: no erythema, no exudates."
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Skin: NORMAL → "No rash, no petechiae, no bruising."
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Respiratory: NORMAL → "No cough reported, no wheezing, no shortness of breath."
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Cardiovascular: NORMAL → "No chest pain, no palpitations."
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- For Physical Exam NORMAL systems, describe a brief normal exam finding:
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General: NORMAL → "Well-appearing, alert, interactive, in no acute distress."
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Chest/Lungs: NORMAL → "Clear to auscultation bilaterally, no wheezes, no crackles, no retractions, good air movement."
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Abdomen: NORMAL → "Soft, non-tender, non-distended, normoactive bowel sounds, no organomegaly."
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Skin: NORMAL → "Warm, dry, intact. No rashes, no lesions, no petechiae."
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For ABNORMAL systems:
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- Use the physician's note as the primary finding
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- Expand the finding into a brief, professional clinical description favoring the MOST COMMON presentation
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- Add only 1-2 closely related pertinent negatives that help narrow the differential — do not be generous with negatives
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- Examples:
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Skin: ABNORMAL — "pimples on face" → "Skin: multiple inflammatory papules on bilateral cheeks and forehead, consistent with acne vulgaris. No comedones, no cysts."
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Lungs: ABNORMAL — "wheezing bilaterally" → "Chest/Lungs: bilateral expiratory wheezing throughout, no decreased air entry, no retractions."
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ENT: ABNORMAL — "red throat" → "Throat: posterior pharyngeal erythema without exudates. Tonsils mildly enlarged, no asymmetry."
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- If the physician later provides clarification (e.g. "it's pustular"), update accordingly
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- Always favor the most common/likely presentation for the described finding
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For NOT REVIEWED systems: simply state "Not reviewed" or "Not examined"
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`;
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const PROMPTS = {
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// ======================== HPI ========================
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@ -217,11 +250,12 @@ Keep clinical and concise — this will be pasted into the encounter note.`,
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// ======================== WELL VISIT NOTE ========================
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wellVisitNote: `You are an expert pediatric physician generating a complete well child visit encounter note.
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${CORE_RULES}
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${ROS_PE_RULES}
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Sections required:
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Chief Complaint:
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Interval History: (development, growth, behavior, school/activities, diet, sleep, safety since last visit — from transcript if provided)
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Review of Systems: (pertinent only; use physician ROS template if provided under PHYSICIAN TEMPLATES)
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Physical Examination: (use physician exam template if provided; include vital signs and measurements given)
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Review of Systems: (expand each system per ROS/PE rules above — never just write "WNL")
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Physical Examination: (expand each system per ROS/PE rules above — describe specific normal or abnormal findings; include vital signs and measurements given)
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Growth Assessment: (if vitals/measurements provided: comment on growth velocity and percentile trends. For ages ≥2, include BMI percentile and weight classification per AAP 2023 guidelines:
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- Underweight: BMI <5th %ile
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- Healthy Weight: 5th to <85th %ile
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@ -250,26 +284,28 @@ Rules:
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wellVisitShort: `You are an expert pediatric physician.
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Generate a brief well child visit note (SOAP style). Keep concise.
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${CORE_RULES}
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${ROS_PE_RULES}
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S: Well child visit, brief interval history, parent concerns
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O: Vitals/measurements provided, exam findings (use template if provided). Include growth assessment and BMI classification for ages ≥2.
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O: Vitals/measurements provided. ROS: expand each system with specific pertinent negatives (never just "WNL"). PE: describe specific normal/abnormal findings per system. Include growth assessment and BMI classification for ages ≥2.
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A: Well child, age-appropriate development, growth status, any additional diagnoses
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P: Feeding/nutrition guidance discussed, vaccines, screenings, anticipatory guidance, follow-up`,
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// ======================== SICK VISIT NOTE ========================
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sickVisitNote: `You are an expert pediatrician. Generate a concise, professional sick visit note from the provided data.
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${CORE_RULES}
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${ROS_PE_RULES}
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Include:
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Chief Complaint:
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History of Present Illness: (from transcript/dictation — onset, duration, associated symptoms, pertinent negatives)
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Review of Systems: (from ROS data — document both positive and negative findings for each system reviewed)
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Physical Examination: (from PE data — document normal and abnormal findings; state "not examined" where applicable)
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Review of Systems: (expand each system per ROS/PE rules — NORMAL systems get 1-3 specific pertinent negatives relevant to the chief complaint and differential diagnosis, ABNORMAL systems use the physician's notes expanded into clinical language)
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Physical Examination: (expand each system per ROS/PE rules — NORMAL systems get a brief specific normal exam description, ABNORMAL systems use the physician's notes expanded with the most common presentation in mind. Keep abnormal expansion concise — add at most 1-2 closely related pertinent negatives)
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Assessment and Plan:
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- List diagnoses with ICD-10 codes
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- Treatments and medications prescribed (if mentioned)
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- Follow-up instructions
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- Return precautions
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Format as a structured clinical note. Be factual. Only include information explicitly provided. Do not fabricate clinical data.`
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Format as a structured clinical note. Be factual. Do not fabricate clinical data.`
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};
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// ── DB override support ────────────────────────────────────────────────────
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