Any activity limitations at work, in housework, or at school
type: NamedIndividual
type: SIO_000753
has synonym: ACTLIM31

ADHD Absent
type: NamedIndividual
type: SIO_000755
SIO_000068: Attention-deficit disorder column
SIO_000300: false

Attention-deficit disorder column
type: NamedIndividual
type: SIO_000753
has synonym: ADHDADDX

Activity limitations absent
type: NamedIndividual
type: SIO_000755
SIO_000068: Any activity limitations at work, in housework, or at school
SIO_000300: false

Activity limitations present
type: NamedIndividual
type: SIO_000755
SIO_000068: Any activity limitations at work, in housework, or at school
SIO_000300: true

System Recommendation of high-cost patient - bachelor degree holders with limitations at work
type: NamedIndividual
type: SystemRecommendation
SIO_001277: Activity limitations present
SIO_001277: Bachelors degree present

Bachelors degree column
type: NamedIndividual
type: SIO_000753

Bachelors degree present
type: NamedIndividual
type: SIO_000755
SIO_000068: Bachelors degree column
SIO_000300: true

Cognitive Limitations 31 Column
type: NamedIndividual
type: SIO_000753
has synonym: COGLIM31

Cognitive Limitations Absent
type: NamedIndividual
SIO_000068: Cognitive Limitations 31 Column
SIO_000300: false

Difficulty seeing without labels absent
type: NamedIndividual
type: SIO_000755
SIO_000068: Serious difficulty seeing without glasses /42 column
SIO_000300: false

Serious difficulty seeing without glasses /42 column
type: NamedIndividual
type: SIO_000753
has synonym: DFSEE42

Explanation based on higher-degree rule for high-cost patient identification.
type: NamedIndividual
type: Explanation
is based on: System Recommendation of high-cost patient - bachelor degree holders with limitations at work

Health insurance coverage - true
type: NamedIndividual
type: SIO_000755
SIO_000068: Health insurance coverage column
SIO_000300: true

Explanation based on high-cost patient pattern rule 2.
type: NamedIndividual
type: Explanation
is based on: System Recommendation of high-cost patient = physical limitations, lower physical health status and some health insurance coverage.

Higher degree rule for low medical expenditure prediction: rule 1
type: NamedIndividual
type: SystemRecommendation
SIO_000232: Linear rule regression (LinRR) method to find rules for medical expenditure
SIO_001277: Pregnancy absent cell
SIO_001277: Self-reported poor health absent cell

Explanation based on higher degree rules for low-cost medical expenditure
type: NamedIndividual
type: Explanation
is based on: Higher degree rule for low medical expenditure prediction: rule 1
is based on: Higher-degree rule for low medical expenditure: rule 2
is based on: Higher degree rule for low medical expenditure: rule 3
is based on: Higher degree rule 4 for low cost medical expenditure

Higher-degree rule for low medical expenditure: rule 2
type: NamedIndividual
type: SystemRecommendation
SIO_000232: Cognitive Limitations Absent
SIO_000232: Linear rule regression (LinRR) method to find rules for medical expenditure
SIO_001277: ADHD Absent
SIO_001277: Difficulty seeing without labels absent
SIO_001277: Pregnancy absent cell

Higher degree rule for low medical expenditure: rule 3
type: NamedIndividual
type: SystemRecommendation
SIO_000232: Linear rule regression (LinRR) method to find rules for medical expenditure
SIO_001277: Activity limitations absent
SIO_001277: Pregnancy absent cell

Higher degree rule 4 for low cost medical expenditure
type: NamedIndividual
type: SystemRecommendation
SIO_000232: Linear rule regression (LinRR) method to find rules for medical expenditure
SIO_001277: Difficulty seeing without labels absent
SIO_001277: Northeast census region

Health insurance coverage column
type: NamedIndividual
type: SIO_000753

Linear rule regression (LinRR) method to find rules for medical expenditure
type: NamedIndividual
type: HighLevelFeatureLearningMethod
SIO_000229: Higher degree rule for low medical expenditure prediction: rule 1
SIO_000229: Higher-degree rule for low medical expenditure: rule 2
SIO_000229: Higher degree rule for low medical expenditure: rule 3
SIO_000229: Higher degree rule 4 for low cost medical expenditure
SIO_000230: Medical Expenditure Dataset

Medical Expenditure Dataset
type: NamedIndividual
type: SIO_000089
SIO_000008: Any activity limitations at work, in housework, or at school
SIO_000008: Attention-deficit disorder column
SIO_000008: Cognitive Limitations 31 Column
SIO_000008: Serious difficulty seeing without glasses /42 column
SIO_000008: Pregnancy column
SIO_000008: Region column
SIO_000008: Self-reported poor health column
source: https://meps.ahrq.gov/mepsweb//data_stats/download_data_files_detail.jsp

Northeast census region
type: NamedIndividual
type: SIO_000755
type: Location
SIO_000068: Region column

Limitations in physical functioning
type: NamedIndividual
type: SIO_000753

Limitations in physical functioning - present
type: NamedIndividual
type: SIO_000755
SIO_000068: Limitations in physical functioning
SIO_000300: true

Pregnancy column
type: NamedIndividual
type: SIO_000753
has synonym: PREGNT31

Pregnancy absent cell
type: NamedIndividual
type: SIO_000755
SIO_000068: Pregnancy column
SIO_000300: false

Region column
type: NamedIndividual
type: SIO_000753

Self-reported poor health - true
type: NamedIndividual
type: SIO_000755
SIO_000068: Self-reported poor health column
SIO_000300: true

Self-reported poor health column
type: NamedIndividual
type: SIO_000753
has synonym: RTHLTH31

Self-reported poor health absent cell
type: NamedIndividual
type: SIO_000755
SIO_000068: Self-reported poor health column
SIO_000300: false

System Recommendation of high-cost patient = physical limitations, lower physical health status and some health insurance coverage.
type: NamedIndividual
type: SystemRecommendation
SIO_000232: BRCG
SIO_001277: Health insurance coverage - true
SIO_001277: Limitations in physical functioning - present
SIO_001277: Self-reported poor health - true