Clinical Trial Optimization: Prompts for patient recruitment strategy, adverse event report analysis, protocol deviation summaries.
Prompt Sample
| PATIENT RECRUITMENT STRATEGY (1-40) | ||||
| PR-001 | Generate a comprehensive patient recruitment strategy for a Phase 3 trial in [Alzheimer’s Disease] targeting [patients with mild cognitive impairment]. Include digital outreach, physician referrals, and community engagement tactics. | Advanced | Recruitment Lead | #Strategy_Plan #Neuroology |
| PR-002 | Create a list of 10 eligibility criteria for [Type 2 Diabetes] trial that are most likely to be bottlenecks for patient recruitment. For each, suggest a mitigation strategy. | Intermediate | Clinical Scientist | #Feasibility #Eligibility |
| PR-003 | Develop a patient-facing script for a website chatbot to conduct a high-level pre-screening for a [Oncology – Lung Cancer] trial. Ask 5-7 key questions about diagnosis, stage, and prior treatments. | Beginner | Digital Recruitment Manager | #Pre-Screening #Chatbot |
| PR-004 | Analyze the following clinical trial protocol synopsis [Paste Synopsis] and identify three potential major barriers to patient recruitment. Provide a solution for each barrier. | Advanced | Clinical Project Manager | #Protocol_Review #Feasibility |
| ADVERSE EVENT (AE) REPORT ANALYSIS (41-70) | |||
| AE-041 | Categorize the following list of Adverse Events [Paste List] by system organ class (SOC) and preferred term (PT) as per MedDRA. Present in a table. | Beginner | Drug Safety Associate |
| AE-042 | Analyze a dataset of AEs and identify which events are Serious Adverse Events (SAEs) based on the ICH-GCP definition of seriousness. | Intermediate | Drug Safety Associate |
| AE-043 | For a given SAE report of [Anaphylactic Reaction], draft a narrative summary that includes the patient’s history, event description, treatment, and outcome. | Advanced | Drug Safety Specialist |
| AE-044 | Calculate the incidence (percentage) of the most frequent AEs (occurring in >5% of patients) in the drug arm versus the placebo arm. Present the top 10. | Intermediate | Biostatistician |
| AE-045 | Compare the AE profile of our drug to the known AE profile of the standard of care drug [Insert Drug Name]. Identify any notable differences. | Advanced | Medical Monitor |
| PROTOCOL DEVIATION SUMMARIES (71-100) | |||
| PD-071 | Categorize the following list of protocol deviations [Paste List] as major or critical, providing a rationale for each classification based on ICH-GCP E6(R2). | Intermediate | Quality Assurance (QA) |
| PD-072 | Generate a quarterly protocol deviation trend report for a clinical trial. Identify the top 3 most frequent types of deviations and the sites with the highest occurrence. | Advanced | Clinical Trial Manager |
| PD-073 | Draft a CAPA (Corrective and Preventive Action) plan for a site that consistently has deviations related to “Informed Consent Form not signed prior to procedures.” | Advanced | Quality Assurance (QA) |
| PD-074 | Create a summary table of all major protocol deviations for the Clinical Study Report (CSR) appendix. | Intermediate | Medical Writer |





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