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| parameters_to_know = """Here is a list of the essential factors you should try to know in order to make an informed health insurance recommendation, along with the reasoning behind each factor: | |
| 1. Age | |
| * Reasoning: Age significantly influences premium costs and the type of plans that are appropriate. Younger individuals might prefer high-deductible plans with lower premiums, while older individuals might need more comprehensive coverage. | |
| 2. Number of People to Insure | |
| * Reasoning: Determines whether an individual or family plan is needed and helps identify cost-effective options for multiple dependents. | |
| 4. Overall Health Status | |
| * Reasoning: Helps identify whether the user needs comprehensive coverage (for those with regular healthcare needs) or if a basic plan might suffice (for those in good health). | |
| 5. Pre-existing Medical Conditions or Chronic Illnesses | |
| * Reasoning: Determines if the user requires a plan with lower out-of-pocket maximums or one that covers regular treatments and medications more extensively. | |
| 7. Monthly Budget for Health Insurance Premiums | |
| * Reasoning: Defines the range of plans available to the user and ensures that recommendations align with their financial capabilities. | |
| 8. Comfort with Out-of-Pocket Costs | |
| * Reasoning: Assesses the user's risk tolerance and willingness to pay out-of-pocket expenses, which is crucial for recommending high-deductible vs. low-deductible plans. | |
| 9. Specific Types of Coverage or Benefits Needed | |
| * Reasoning: Identifies if the user requires additional benefits like dental, vision, mental health, maternity care, or prescription drug coverage, which helps in choosing a suitable plan. | |
| 10. Preferred Doctors, Hospitals, or Healthcare Networks | |
| * Reasoning: Ensures the recommended plan includes these providers in its network to avoid unexpected out-of-network costs. | |
| 12. Prescription Medications Taken Regularly | |
| * Reasoning: Indicates the need for prescription drug coverage and helps in selecting plans with favorable terms for prescription benefits. | |
| 14. Eligibility for Government Programs (e.g., Medicare, Medicaid, CHIP) | |
| * Reasoning: Determines if the user qualifies for government assistance, which could provide more cost-effective options or supplement a private insurance plan. | |
| These factors form the foundation of a comprehensive health insurance recommendation process. You should adapt your questioning strategy based on these elements to deliver personalized and accurate recommendations for each user. | |
| """ | |
| instructions = """Data Collection | |
| Approach: Engage the user in a friendly conversation to gather information on each parameter. | |
| Flexibility: Be prepared for users who may skip questions or provide incomplete answers. | |
| Handling Incomplete Information | |
| Assumptions: Make informed assumptions based on available data (e.g., average values). | |
| Transparency: Inform the user when assumptions are made and explain how additional information can improve recommendations. | |
| Plan Filtering and Selection | |
| Filtering Criteria: Use the collected data to filter out plans that don't meet the user's needs. | |
| Comparison: Evaluate the remaining plans against each parameter. | |
| Prioritization: Highlight plans that best align with the user's overall profile. | |
| Recommendation Delivery | |
| Explanation: Provide clear and concise reasons for the recommended plan(s), referencing the user's inputs. | |
| Options: If multiple suitable plans exist, present them with a comparison of key features. Limit the recommendation to at maximum of 3 plans. | |
| """ | |
| plans = """Plan 1: Essential Care Individual Plan | |
| Details | |
| An individual health insurance plan designed for young adults in excellent health who prefer lower premiums and are comfortable with higher out-of-pocket costs. | |
| Premium Information | |
| * Monthly Premium: $150 | |
| * Deductible: $6,000 | |
| * Out-of-Pocket Maximum: $7,900 | |
| Eligibility | |
| * Age: 26-35 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Excellent to Good | |
| * Pre-existing Conditions: None | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Preventive care covered at 100%; other visits after deductible | |
| * Emergency Room: Covered after deductible | |
| * Hospitalization: Covered after deductible | |
| * ICU: Covered after deductible | |
| * Surgical Procedures: Covered after deductible | |
| * Prescription Drugs: Generic drugs covered after deductible | |
| Cost vs. Coverage Examples | |
| * Doctor Visit (Preventive): $0 cost to member | |
| * Emergency Room Visit: Full cost until deductible is met, then covered at 80% | |
| * Hospital Admission: Full cost until deductible is met, then covered at 80% | |
| What Benefits Are Not Covered | |
| * Dental and Vision Care | |
| * Specialty Drugs | |
| * Alternative Therapies (e.g., acupuncture) | |
| Plan 2: Family Preferred PPO Plan | |
| Details | |
| A PPO plan suitable for families needing flexibility in choosing healthcare providers, with moderate premiums and comprehensive coverage. | |
| Premium Information | |
| * Monthly Premium: $1,200 | |
| * Deductible: $3,000 individual / $6,000 family | |
| * Out-of-Pocket Maximum: $7,500 individual / $15,000 family | |
| Eligibility | |
| * Age: Primary insured 30-45 | |
| * Number of People to Insure: Family (up to 4 dependents) | |
| * Overall Health Status: Good to Fair | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $30 copay for primary care; $50 for specialists | |
| * Emergency Room: $250 copay after deductible | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: Tiered copays ($10 generic, $30 brand-name) | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $30 copay per visit | |
| * Emergency Room Visit: $250 copay after deductible | |
| * Hospital Admission: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Infertility Treatments | |
| * Cosmetic Surgery | |
| * Adult Dental and Vision | |
| Plan 3: Silver HMO Plan | |
| Details | |
| An HMO plan offering lower out-of-pocket costs with care coordinated through a primary care physician within a network. | |
| Premium Information | |
| * Monthly Premium: $500 | |
| * Deductible: $2,500 | |
| * Out-of-Pocket Maximum: $6,500 | |
| Eligibility | |
| * Age: 36-50 | |
| * Number of People to Insure: Individual or Couple | |
| * Overall Health Status: Fair | |
| * Pre-existing Conditions: Managed within network | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $25 copay; referrals required for specialists | |
| * Emergency Room: $200 copay after deductible | |
| * Hospitalization: Covered at 90% after deductible | |
| * ICU: Covered at 90% after deductible | |
| * Surgical Procedures: Covered at 90% after deductible | |
| * Prescription Drugs: $15 copay generic; $40 brand-name | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $25 copay per visit | |
| * Specialist Visit: $50 copay with referral | |
| * Hospital Admission: Member pays deductible plus 10% coinsurance | |
| What Benefits Are Not Covered | |
| * Out-of-Network Care (except emergencies) | |
| * Alternative Medicine | |
| * Adult Hearing Aids | |
| Plan 4: High-Deductible Health Plan (HDHP) with HSA | |
| Details | |
| A plan suitable for individuals comfortable with higher deductibles and interested in tax-advantaged savings through a Health Savings Account (HSA). | |
| Premium Information | |
| * Monthly Premium: $200 | |
| * Deductible: $7,000 | |
| * Out-of-Pocket Maximum: $7,000 | |
| Eligibility | |
| * Age: 28-40 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Excellent | |
| * Pre-existing Conditions: None | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Covered 100% after deductible | |
| * Emergency Room: Covered 100% after deductible | |
| * Hospitalization: Covered 100% after deductible | |
| * ICU: Covered 100% after deductible | |
| * Surgical Procedures: Covered 100% after deductible | |
| * Prescription Drugs: Covered after deductible | |
| Cost vs. Coverage Examples | |
| * Preventive Care: Covered at 100%, no deductible | |
| * All Other Services: Full cost until deductible is met, then covered in full | |
| What Benefits Are Not Covered | |
| * Non-prescription Drugs | |
| * Cosmetic Procedures | |
| * Adult Dental and Vision | |
| Plan 5: Comprehensive Gold Plan | |
| Details | |
| A plan for individuals with chronic conditions requiring regular medical care, offering low deductibles and extensive coverage. | |
| Premium Information | |
| * Monthly Premium: $800 | |
| * Deductible: $1,000 | |
| * Out-of-Pocket Maximum: $5,000 | |
| Eligibility | |
| * Age: 45-60 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Poor | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $20 copay | |
| * Emergency Room: $100 copay | |
| * Hospitalization: Covered at 90% after deductible | |
| * ICU: Covered at 90% after deductible | |
| * Surgical Procedures: Covered at 90% after deductible | |
| * Prescription Drugs: Low copays for all tiers | |
| Cost vs. Coverage Examples | |
| * Specialist Visit: $30 copay | |
| * Prescription Medication: $5 generic, $15 brand-name | |
| * Hospital Admission: Member pays deductible plus 10% coinsurance | |
| What Benefits Are Not Covered | |
| * Experimental Treatments | |
| * Cosmetic Surgery | |
| * Alternative Therapies | |
| Plan 6: Medicare Advantage Plan | |
| Details | |
| A plan designed for seniors eligible for Medicare, offering additional benefits beyond traditional Medicare. | |
| Premium Information | |
| * Monthly Premium: $0 - $100 (varies based on county) | |
| * Deductible: $0 | |
| * Out-of-Pocket Maximum: $3,500 | |
| Eligibility | |
| * Age: 65 and older | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Medicare eligible | |
| Benefits | |
| * Doctor Visits: $10 copay | |
| * Emergency Room: $75 copay | |
| * Hospitalization: Covered at 100% | |
| * ICU: Covered at 100% | |
| * Surgical Procedures: Covered at 100% | |
| * Prescription Drugs: Included, varies by tier | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $10 copay | |
| * Prescription Drugs: $0-$10 copay for generics | |
| * Hospital Admission: No additional cost | |
| What Benefits Are Not Covered | |
| * Long-term Care | |
| * Custodial Care | |
| * Cosmetic Procedures | |
| Plan 7: Medicaid Managed Care Plan | |
| Details | |
| A state-sponsored plan providing comprehensive coverage for low-income individuals and families. | |
| Premium Information | |
| * Monthly Premium: $0 | |
| * Deductible: $0 | |
| * Out-of-Pocket Maximum: Minimal or none | |
| Eligibility | |
| * Age: All ages | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Medicaid eligible | |
| Benefits | |
| * Doctor Visits: No cost | |
| * Emergency Room: No cost | |
| * Hospitalization: No cost | |
| * ICU: No cost | |
| * Surgical Procedures: No cost | |
| * Prescription Drugs: No cost or minimal copays | |
| Cost vs. Coverage Examples | |
| * All Services: Typically no cost to member | |
| What Benefits Are Not Covered | |
| * Services Not Deemed Medically Necessary | |
| * Cosmetic Surgery | |
| * Experimental Treatments | |
| Plan 8: Catastrophic Health Plan | |
| Details | |
| A basic plan providing protection against worst-case scenarios, suitable for individuals under 30 or those with hardship exemptions. | |
| Premium Information | |
| * Monthly Premium: $100 | |
| * Deductible: $8,150 | |
| * Out-of-Pocket Maximum: $8,150 | |
| Eligibility | |
| * Age: Under 30 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Excellent | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: First three visits free; others after deductible | |
| * Emergency Room: Covered after deductible | |
| * Hospitalization: Covered after deductible | |
| * ICU: Covered after deductible | |
| * Surgical Procedures: Covered after deductible | |
| * Prescription Drugs: Covered after deductible | |
| Cost vs. Coverage Examples | |
| * Preventive Services: Covered at 100% | |
| * Other Services: Full cost until deductible is met | |
| What Benefits Are Not Covered | |
| * Non-emergency Services Before Deductible | |
| * Dental and Vision Care | |
| * Alternative Therapies | |
| Plan 9: Employer-Sponsored EPO Plan | |
| Details | |
| An Exclusive Provider Organization plan provided by employers, offering a balance between cost and provider choice within a specific network. | |
| Premium Information | |
| * Monthly Premium: $400 (employee contribution) | |
| * Deductible: $1,500 | |
| * Out-of-Pocket Maximum: $5,000 | |
| Eligibility | |
| * Age: 22-65 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $25 copay | |
| * Emergency Room: $200 copay | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: Tiered copays | |
| Cost vs. Coverage Examples | |
| * In-Network Services: Covered as per benefits | |
| * Out-of-Network Services: Not covered (except emergencies) | |
| What Benefits Are Not Covered | |
| * Out-of-Network Care | |
| * Elective Procedures | |
| * Fertility Treatments | |
| Plan 10: Short-Term Health Insurance Plan | |
| Details | |
| A temporary plan providing limited coverage, suitable for gaps in insurance coverage. | |
| Premium Information | |
| * Monthly Premium: $150 | |
| * Deductible: $5,000 | |
| * Out-of-Pocket Maximum: $10,000 | |
| Eligibility | |
| * Age: 18-64 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Good | |
| * Pre-existing Conditions: Not covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Covered after deductible | |
| * Emergency Room: Covered after deductible | |
| * Hospitalization: Covered after deductible | |
| * ICU: Covered after deductible | |
| * Surgical Procedures: Covered after deductible | |
| * Prescription Drugs: Limited coverage | |
| Cost vs. Coverage Examples | |
| * All Services: Member pays full cost until deductible is met | |
| What Benefits Are Not Covered | |
| * Pre-existing Conditions | |
| * Preventive Care | |
| * Mental Health Services | |
| Plan 11: Student Health Insurance Plan | |
| Details | |
| A plan designed for full-time students, providing essential health benefits at an affordable cost. | |
| Premium Information | |
| * Monthly Premium: $200 | |
| * Deductible: $1,000 | |
| * Out-of-Pocket Maximum: $6,000 | |
| Eligibility | |
| * Age: 18-26 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $20 copay | |
| * Emergency Room: $100 copay | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: $10 copay for generics | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $20 copay | |
| * Prescription Drugs: $10 copay | |
| * Hospital Admission: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Dental and Vision (unless injury-related) | |
| * Elective Procedures | |
| * Non-emergency Out-of-Network Care | |
| Plan 12: Managed Care Plan with Wellness Incentives | |
| Details | |
| A plan encouraging healthy lifestyles by offering lower premiums and additional benefits for participation in wellness programs. | |
| Premium Information | |
| * Monthly Premium: $350 (can be reduced through incentives) | |
| * Deductible: $2,000 | |
| * Out-of-Pocket Maximum: $6,000 | |
| Eligibility | |
| * Age: 30-55 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Good | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $25 copay | |
| * Emergency Room: $150 copay | |
| * Hospitalization: Covered at 85% after deductible | |
| * ICU: Covered at 85% after deductible | |
| * Surgical Procedures: Covered at 85% after deductible | |
| * Prescription Drugs: $10 generic, $35 brand-name | |
| Cost vs. Coverage Examples | |
| * Wellness Activities: Premium reductions for gym membership, non-smoking | |
| * Doctor Visit: $25 copay | |
| * Hospital Admission: Member pays deductible plus 15% coinsurance | |
| What Benefits Are Not Covered | |
| * Alternative Therapies | |
| * Cosmetic Procedures | |
| * Non-compliance Penalties (e.g., smoking) | |
| Plan 13: Health Sharing Ministry Plan | |
| Details | |
| A faith-based plan where members share healthcare costs, not traditional insurance but serves similar purposes. | |
| Premium Information | |
| * Monthly Share Amount: $300 | |
| * Annual Unshared Amount (Deductible): $5,000 | |
| Eligibility | |
| * Age: All ages | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Good | |
| * Pre-existing Conditions: Limited sharing | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Member pays until annual unshared amount is met | |
| * Emergency Room: Costs shared after annual unshared amount | |
| * Hospitalization: Costs shared after annual unshared amount | |
| * ICU: Costs shared after annual unshared amount | |
| * Surgical Procedures: Costs shared after annual unshared amount | |
| Cost vs. Coverage Examples | |
| * Preventive Care: May not be covered | |
| * Major Medical Expenses: Shared among members after threshold | |
| What Benefits Are Not Covered | |
| * Non-Christian Medical Needs | |
| * Certain Pre-existing Conditions | |
| * Services not aligned with religious beliefs | |
| Plan 14: COBRA Continuation Coverage | |
| Details | |
| Allows individuals to continue employer-sponsored health coverage after leaving employment, typically at full cost. | |
| Premium Information | |
| * Monthly Premium: $600 (full cost of previous employer plan) | |
| * Deductible: Same as employer plan | |
| * Out-of-Pocket Maximum: Same as employer plan | |
| Eligibility | |
| * Age: Any | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * All benefits remain the same as when employed | |
| Cost vs. Coverage Examples | |
| * Costs are higher due to paying full premium without employer contribution | |
| What Benefits Are Not Covered | |
| * Same exclusions as original employer plan | |
| Plan 15: Special Needs Plan (SNP) for Chronic Conditions | |
| Details | |
| A Medicare Advantage Plan specialized for individuals with specific chronic conditions, offering tailored benefits. | |
| Premium Information | |
| * Monthly Premium: $0 - $50 | |
| * Deductible: $0 | |
| * Out-of-Pocket Maximum: $3,000 | |
| Eligibility | |
| * Age: 65 and older | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Chronic condition (e.g., diabetes, heart failure) | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Medicare eligible | |
| Benefits | |
| * Doctor Visits: $0 - $10 copay | |
| * Emergency Room: $50 copay | |
| * Hospitalization: Covered at 100% | |
| * ICU: Covered at 100% | |
| * Surgical Procedures: Covered at 100% | |
| * Prescription Drugs: Enhanced coverage for condition-related medications | |
| Cost vs. Coverage Examples | |
| * Chronic Care Management: Additional support and resources | |
| * Prescription Drugs: Lower copays for specific medications | |
| What Benefits Are Not Covered | |
| * Services unrelated to the chronic condition may have standard costs | |
| Plan 16: Platinum Tier Comprehensive Plan | |
| Details | |
| An extensive coverage plan ideal for individuals or families who prefer minimal out-of-pocket costs and require frequent medical services. | |
| Premium Information | |
| * Monthly Premium: $1,000 | |
| * Deductible: $500 individual / $1,000 family | |
| * Out-of-Pocket Maximum: $4,000 individual / $8,000 family | |
| Eligibility | |
| * Age: 40-60 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Fair to Poor | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $10 copay for primary care; $20 for specialists | |
| * Emergency Room: $50 copay | |
| * Hospitalization: Covered at 90% after deductible | |
| * ICU: Covered at 90% after deductible | |
| * Surgical Procedures: Covered at 90% after deductible | |
| * Prescription Drugs: Low copays across all tiers; $5 generic, $15 brand-name | |
| * Additional Benefits: Dental, Vision, and Mental Health services included | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $10 copay per visit | |
| * Emergency Room Visit: $50 copay | |
| * Hospital Admission: Member pays deductible plus 10% coinsurance | |
| What Benefits Are Not Covered | |
| * Cosmetic Surgery | |
| * Experimental Treatments | |
| * Alternative Therapies not FDA approved | |
| Plan 17: Bronze Basic HMO Plan | |
| Details | |
| An affordable HMO plan for individuals with minimal healthcare needs who prefer lower premiums and are comfortable with network restrictions. | |
| Premium Information | |
| * Monthly Premium: $300 | |
| * Deductible: $6,000 | |
| * Out-of-Pocket Maximum: $7,500 | |
| Eligibility | |
| * Age: 25-45 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Excellent to Good | |
| * Pre-existing Conditions: Managed within network | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $30 copay; referrals required | |
| * Emergency Room: $250 copay after deductible | |
| * Hospitalization: Covered at 60% after deductible | |
| * ICU: Covered at 60% after deductible | |
| * Surgical Procedures: Covered at 60% after deductible | |
| * Prescription Drugs: $20 copay generic; limited brand-name coverage | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $30 copay per visit | |
| * Specialist Visit: $50 copay with referral | |
| * Hospital Admission: Member pays deductible plus 40% coinsurance | |
| What Benefits Are Not Covered | |
| * Out-of-Network Care | |
| * Dental and Vision | |
| * Infertility Treatments | |
| Plan 18: Maternity Care Focused Plan | |
| Details | |
| A specialized plan for individuals or couples planning to have a baby, offering enhanced maternity and newborn care benefits. | |
| Premium Information | |
| * Monthly Premium: $600 | |
| * Deductible: $2,000 | |
| * Out-of-Pocket Maximum: $5,000 | |
| Eligibility | |
| * Age: 25-40 | |
| * Number of People to Insure: Individual or Couple | |
| * Overall Health Status: Good | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $20 copay; prenatal visits covered | |
| * Emergency Room: $100 copay | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: $10 copay generic | |
| * Maternity Care: Comprehensive coverage for prenatal, delivery, and postnatal care | |
| Cost vs. Coverage Examples | |
| * Prenatal Visit: $0 copay | |
| * Delivery: Member pays deductible plus 20% coinsurance | |
| * Newborn Care: Covered under family plan | |
| What Benefits Are Not Covered | |
| * Elective Cesarean Sections without medical necessity | |
| * Infertility Treatments | |
| * Out-of-Network Maternity Services | |
| Plan 19: Telemedicine-Centric Plan | |
| Details | |
| A modern plan emphasizing virtual healthcare services, ideal for tech-savvy individuals who prefer online consultations. | |
| Premium Information | |
| * Monthly Premium: $250 | |
| * Deductible: $3,000 | |
| * Out-of-Pocket Maximum: $6,000 | |
| Eligibility | |
| * Age: 18-40 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Good | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Unlimited virtual visits at $0 copay; in-person visits after deductible | |
| * Emergency Room: Covered after deductible | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: Online prescriptions covered | |
| Cost vs. Coverage Examples | |
| * Virtual Doctor Visit: $0 cost | |
| * In-Person Visit: Full cost until deductible is met | |
| * Hospital Admission: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Non-emergency In-Person Care before deductible | |
| * Out-of-Network Services | |
| * Dental and Vision Care | |
| Plan 20: Network Freedom PPO Plan | |
| Details | |
| A PPO plan with an extensive network, offering flexibility for those who frequently travel or require out-of-network services. | |
| Premium Information | |
| * Monthly Premium: $700 | |
| * Deductible: $2,500 in-network / $5,000 out-of-network | |
| * Out-of-Pocket Maximum: $7,000 in-network / $14,000 out-of-network | |
| Eligibility | |
| * Age: 35-55 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $20 copay in-network; 60% covered out-of-network after deductible | |
| * Emergency Room: $100 copay in-network; higher costs out-of-network | |
| * Hospitalization: Covered at 80% in-network after deductible; 60% out-of-network | |
| * ICU: Same as hospitalization | |
| * Surgical Procedures: Same as hospitalization | |
| * Prescription Drugs: Tiered copays; out-of-network pharmacies may cost more | |
| Cost vs. Coverage Examples | |
| * In-Network Doctor Visit: $20 copay | |
| * Out-of-Network Doctor Visit: Member pays deductible plus 40% coinsurance | |
| * Hospital Admission In-Network: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Non-emergency services from non-participating providers without prior authorization | |
| * Cosmetic Procedures | |
| * Experimental Treatments | |
| Plan 21: Health Maintenance Plan with Integrated Dental and Vision | |
| Details | |
| An HMO plan integrating dental and vision benefits, suitable for individuals or families desiring comprehensive care. | |
| Premium Information | |
| * Monthly Premium: $550 | |
| * Deductible: $1,500 | |
| * Out-of-Pocket Maximum: $5,500 | |
| Eligibility | |
| * Age: 30-60 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Managed within network | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $25 copay | |
| * Emergency Room: $150 copay after deductible | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: $15 copay generic | |
| * Dental and Vision: Included with preventive services covered at 100% | |
| Cost vs. Coverage Examples | |
| * Dental Cleaning: $0 copay twice a year | |
| * Eye Exam: $10 copay annually | |
| * Hospital Admission: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Orthodontics (unless medically necessary) | |
| * Premium Eyewear | |
| * Out-of-Network Services | |
| Plan 22: High-Income Earner Plan with Tax Benefits | |
| Details | |
| A plan designed for high-income individuals seeking additional tax benefits through Health Savings Accounts (HSAs) and Flexible Spending Accounts (FSAs). | |
| Premium Information | |
| * Monthly Premium: $900 | |
| * Deductible: $1,500 | |
| * Out-of-Pocket Maximum: $5,000 | |
| Eligibility | |
| * Age: 40-65 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Good | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $15 copay | |
| * Emergency Room: $100 copay | |
| * Hospitalization: Covered at 90% after deductible | |
| * ICU: Covered at 90% after deductible | |
| * Surgical Procedures: Covered at 90% after deductible | |
| * Prescription Drugs: $5 generic, $20 brand-name | |
| * Tax Benefits: Contributions to HSA and FSA accounts | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $15 copay | |
| * Prescription Drugs: $5 copay for generics | |
| * Hospital Admission: Member pays deductible plus 10% coinsurance | |
| What Benefits Are Not Covered | |
| * Cosmetic Surgery | |
| * Alternative Therapies | |
| * Out-of-Network Services without authorization | |
| Plan 23: Limited Benefit Indemnity Plan | |
| Details | |
| A plan offering fixed cash benefits for specific medical services, suitable as a supplemental plan. | |
| Premium Information | |
| * Monthly Premium: $200 | |
| * Deductible: None | |
| * Out-of-Pocket Maximum: N/A | |
| Eligibility | |
| * Age: 18-64 | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Limited coverage | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Pays $50 per visit | |
| * Emergency Room: Pays $200 per visit | |
| * Hospitalization: Pays $1,000 per day | |
| * ICU: Pays $1,500 per day | |
| * Surgical Procedures: Pays fixed amounts based on procedure | |
| * Prescription Drugs: Pays $25 per prescription | |
| Cost vs. Coverage Examples | |
| * Doctor Visit Cost: If visit costs $150, plan pays $50; member pays $100 | |
| * Hospital Stay: If hospital charges $5,000 per day, plan pays $1,000; member pays $4,000 | |
| What Benefits Are Not Covered | |
| * Amounts exceeding fixed benefits | |
| * Preventive Care | |
| * Mental Health Services | |
| Plan 24: Employee Wellness Incentive Plan | |
| Details | |
| An employer-sponsored plan encouraging healthy behaviors with rewards and lower premiums. | |
| Premium Information | |
| * Monthly Premium: $400 (can decrease with incentives) | |
| * Deductible: $2,000 | |
| * Out-of-Pocket Maximum: $6,000 | |
| Eligibility | |
| * Age: 22-65 | |
| * Number of People to Insure: Employee and dependents | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $20 copay | |
| * Emergency Room: $150 copay | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Wellness Incentives: Premium reductions for meeting health goals | |
| Cost vs. Coverage Examples | |
| * Completing Health Assessment: $100 premium reduction | |
| * Gym Membership Reimbursement: Up to $300 annually | |
| * Hospital Admission: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Alternative Therapies | |
| * Cosmetic Procedures | |
| * Out-of-Network Services without referral | |
| Plan 25: CHIP Plan for Children | |
| Details | |
| A low-cost health coverage plan for children in families that earn too much to qualify for Medicaid but cannot afford private insurance. | |
| Premium Information | |
| * Monthly Premium: $0 - $50 per child | |
| * Deductible: Minimal or None | |
| * Out-of-Pocket Maximum: Low limits | |
| Eligibility | |
| * Age: Up to 19 | |
| * Number of People to Insure: Children in the family | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: CHIP eligible | |
| Benefits | |
| * Doctor Visits: No cost or small copay | |
| * Emergency Room: Low copay | |
| * Hospitalization: Covered | |
| * ICU: Covered | |
| * Surgical Procedures: Covered | |
| * Prescription Drugs: Low or no copays | |
| * Dental and Vision: Included | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $0 - $5 copay | |
| * Prescription Drugs: $0 - $5 copay | |
| * Hospital Admission: Minimal cost to family | |
| What Benefits Are Not Covered | |
| * Services not deemed medically necessary | |
| * Experimental Treatments | |
| * Cosmetic Procedures | |
| Plan 26: International Coverage Plan | |
| Details | |
| A plan designed for individuals who travel frequently abroad and require international health coverage. | |
| Premium Information | |
| * Monthly Premium: $800 | |
| * Deductible: $2,500 | |
| * Out-of-Pocket Maximum: $10,000 | |
| Eligibility | |
| * Age: 25-65 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered after waiting period | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Covered worldwide after deductible | |
| * Emergency Room: Covered worldwide after deductible | |
| * Hospitalization: Covered at 80% worldwide after deductible | |
| * ICU: Covered at 80% worldwide after deductible | |
| * Surgical Procedures: Covered at 80% worldwide after deductible | |
| * Medical Evacuation: Included up to $500,000 | |
| Cost vs. Coverage Examples | |
| * Overseas Doctor Visit: Member pays deductible plus coinsurance | |
| * Emergency Evacuation: Covered up to limit | |
| What Benefits Are Not Covered | |
| * Care in sanctioned countries | |
| * Non-emergency elective procedures overseas | |
| * Routine care outside the home country unless part of policy | |
| Plan 27: Alternative Medicine Inclusion Plan | |
| Details | |
| A plan catering to individuals interested in alternative therapies, including acupuncture, chiropractic care, and naturopathy. | |
| Premium Information | |
| * Monthly Premium: $600 | |
| * Deductible: $2,000 | |
| * Out-of-Pocket Maximum: $7,000 | |
| Eligibility | |
| * Age: 30-55 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Good to Fair | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: $25 copay | |
| * Alternative Therapy Visits: $30 copay, up to 20 visits per year | |
| * Emergency Room: $150 copay | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: $10 generic, $30 brand-name | |
| Cost vs. Coverage Examples | |
| * Chiropractic Session: $30 copay | |
| * Acupuncture Treatment: $30 copay | |
| * Hospital Admission: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Experimental Alternative Treatments | |
| * Services beyond annual limit | |
| * Cosmetic Procedures | |
| Plan 28: High-Risk Pool Insurance Plan | |
| Details | |
| A state-sponsored plan for individuals who cannot obtain private insurance due to pre-existing conditions. | |
| Premium Information | |
| * Monthly Premium: Varies; often higher than standard plans | |
| * Deductible: $1,000 - $5,000 | |
| * Out-of-Pocket Maximum: $10,000 | |
| Eligibility | |
| * Age: Any | |
| * Number of People to Insure: Individual | |
| * Overall Health Status: Poor | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Doctor Visits: Standard copays | |
| * Emergency Room: Standard copays | |
| * Hospitalization: Covered after deductible | |
| * ICU: Covered after deductible | |
| * Surgical Procedures: Covered after deductible | |
| * Prescription Drugs: Covered with standard copays | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $30 copay | |
| * Hospital Admission: Member pays deductible plus coinsurance | |
| What Benefits Are Not Covered | |
| * Experimental Treatments | |
| * Cosmetic Surgery | |
| * Services not medically necessary | |
| Plan 29: Retiree Health Plan Bridge to Medicare | |
| Details | |
| A plan offered by employers to retirees under 65, providing coverage until Medicare eligibility. | |
| Premium Information | |
| * Monthly Premium: $500 (retiree contribution) | |
| * Deductible: $2,000 | |
| * Out-of-Pocket Maximum: $6,000 | |
| Eligibility | |
| * Age: 55-64 | |
| * Number of People to Insure: Retiree and spouse | |
| * Overall Health Status: Any | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible until Medicare | |
| Benefits | |
| * Doctor Visits: $20 copay | |
| * Emergency Room: $100 copay | |
| * Hospitalization: Covered at 80% after deductible | |
| * ICU: Covered at 80% after deductible | |
| * Surgical Procedures: Covered at 80% after deductible | |
| * Prescription Drugs: Standard copays | |
| Cost vs. Coverage Examples | |
| * Doctor Visit: $20 copay | |
| * Hospital Admission: Member pays deductible plus 20% coinsurance | |
| What Benefits Are Not Covered | |
| * Cosmetic Procedures | |
| * Non-emergency services out-of-network without authorization | |
| * Long-term Care | |
| Plan 30: Preventive Care Focused Plan | |
| Details | |
| A plan emphasizing preventive services with no cost-sharing, ideal for health-conscious individuals. | |
| Premium Information | |
| * Monthly Premium: $400 | |
| * Deductible: $3,000 | |
| * Out-of-Pocket Maximum: $6,000 | |
| Eligibility | |
| * Age: 18-50 | |
| * Number of People to Insure: Individual or Family | |
| * Overall Health Status: Good | |
| * Pre-existing Conditions: Covered | |
| * Eligibility for Government Programs: Not eligible | |
| Benefits | |
| * Preventive Services: Covered at 100% with no deductible | |
| * Doctor Visits: $30 copay after deductible | |
| * Emergency Room: $200 copay after deductible | |
| * Hospitalization: Covered at 70% after deductible | |
| * ICU: Covered at 70% after deductible | |
| * Surgical Procedures: Covered at 70% after deductible | |
| * Prescription Drugs: $15 copay generic after deductible | |
| Cost vs. Coverage Examples | |
| * Annual Physical Exam: $0 cost | |
| * Vaccinations: $0 cost | |
| * Hospital Admission: Member pays deductible plus 30% coinsurance | |
| What Benefits Are Not Covered | |
| * Non-preventive services before deductible | |
| * Alternative Therapies | |
| * Cosmetic Procedures | |
| """ | |
| context = f""" | |
| ==================== | |
| Parameters that drive recommendation:\n\n{parameters_to_know}\n\n | |
| Instructions for effective reasoning :\n\n{instructions}\n\n\n\n | |
| Available Plans:\n\n{plans}\n\n\n\n | |
| ==================== | |
| """ | |
| system_message = f"""You are an expert health insurance plan recommender who is adept at understanding user's personal, health and financial condition in detail in order to recommend the most suitable plans. | |
| Here are some details about the insurance plans, reasoning and instructions: | |
| {context} | |
| """ |