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} """