The Use of Individual and Multilevel Data in the Development of a Risk Prediction Model to Predict Patients’ Likelihood of Completing Colorectal Cancer Screening Article Swipe

View

Amanda F. Petrik , Eric S. Johnson , Raj Mummadi , Matthew Slaughter , Gloria D. Coronado , Sunny C. Lin , Lucy A. Savitz , Neal Wallace ·

YOU? · · 2023 · Open Access · · DOI: https://doi.org/10.2139/ssrn.4334198

Related Topics

Concepts

Colorectal cancer Multilevel model Psychology Medicine Cancer Econometrics Computer science Machine learning Internal medicine Mathematics

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.2139/ssrn.4334198
OA Status: green
Related Works: 10
OpenAlex ID: https://openalex.org/W4319994067

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4319994067

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.2139/ssrn.4334198

Digital Object Identifier
Title: The Use of Individual and Multilevel Data in the Development of a Risk Prediction Model to Predict Patients’ Likelihood of Completing Colorectal Cancer Screening

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2023

Year of publication
Publication date: 2023-01-01

Full publication date if available
Authors: Amanda F. Petrik, Eric S. Johnson, Raj Mummadi, Matthew Slaughter, Gloria D. Coronado, Sunny C. Lin, Lucy A. Savitz, Neal Wallace

List of authors in order
Landing page: https://doi.org/10.2139/ssrn.4334198

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://doi.org/10.2139/ssrn.4334198

Direct OA link when available
Concepts: Colorectal cancer, Multilevel model, Psychology, Medicine, Cancer, Econometrics, Computer science, Machine learning, Internal medicine, Mathematics

Top concepts (fields/topics) attached by OpenAlex
Cited by: 0

Total citation count in OpenAlex
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4319994067
doi	https://doi.org/10.2139/ssrn.4334198
ids.doi	https://doi.org/10.2139/ssrn.4334198
ids.openalex	https://openalex.org/W4319994067
fwci	0.0
type	article
title	The Use of Individual and Multilevel Data in the Development of a Risk Prediction Model to Predict Patients’ Likelihood of Completing Colorectal Cancer Screening
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T10552
topics[0].field.id	https://openalex.org/fields/27
topics[0].field.display_name	Medicine
topics[0].score	0.9804999828338623
topics[0].domain.id	https://openalex.org/domains/4
topics[0].domain.display_name	Health Sciences
topics[0].subfield.id	https://openalex.org/subfields/2730
topics[0].subfield.display_name	Oncology
topics[0].display_name	Colorectal Cancer Screening and Detection
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C526805850
concepts[0].level	3
concepts[0].score	0.5737248063087463
concepts[0].wikidata	https://www.wikidata.org/wiki/Q188874
concepts[0].display_name	Colorectal cancer
concepts[1].id	https://openalex.org/C53059260
concepts[1].level	2
concepts[1].score	0.5076030492782593
concepts[1].wikidata	https://www.wikidata.org/wiki/Q374758
concepts[1].display_name	Multilevel model
concepts[2].id	https://openalex.org/C15744967
concepts[2].level	0
concepts[2].score	0.37029457092285156
concepts[2].wikidata	https://www.wikidata.org/wiki/Q9418
concepts[2].display_name	Psychology
concepts[3].id	https://openalex.org/C71924100
concepts[3].level	0
concepts[3].score	0.36421602964401245
concepts[3].wikidata	https://www.wikidata.org/wiki/Q11190
concepts[3].display_name	Medicine
concepts[4].id	https://openalex.org/C121608353
concepts[4].level	2
concepts[4].score	0.33542099595069885
concepts[4].wikidata	https://www.wikidata.org/wiki/Q12078
concepts[4].display_name	Cancer
concepts[5].id	https://openalex.org/C149782125
concepts[5].level	1
concepts[5].score	0.3352243900299072
concepts[5].wikidata	https://www.wikidata.org/wiki/Q160039
concepts[5].display_name	Econometrics
concepts[6].id	https://openalex.org/C41008148
concepts[6].level	0
concepts[6].score	0.28336021304130554
concepts[6].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[6].display_name	Computer science
concepts[7].id	https://openalex.org/C119857082
concepts[7].level	1
concepts[7].score	0.16424518823623657
concepts[7].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[7].display_name	Machine learning
concepts[8].id	https://openalex.org/C126322002
concepts[8].level	1
concepts[8].score	0.14644724130630493
concepts[8].wikidata	https://www.wikidata.org/wiki/Q11180
concepts[8].display_name	Internal medicine
concepts[9].id	https://openalex.org/C33923547
concepts[9].level	0
concepts[9].score	0.1349809169769287
concepts[9].wikidata	https://www.wikidata.org/wiki/Q395
concepts[9].display_name	Mathematics
keywords[0].id	https://openalex.org/keywords/colorectal-cancer
keywords[0].score	0.5737248063087463
keywords[0].display_name	Colorectal cancer
keywords[1].id	https://openalex.org/keywords/multilevel-model
keywords[1].score	0.5076030492782593
keywords[1].display_name	Multilevel model
keywords[2].id	https://openalex.org/keywords/psychology
keywords[2].score	0.37029457092285156
keywords[2].display_name	Psychology
keywords[3].id	https://openalex.org/keywords/medicine
keywords[3].score	0.36421602964401245
keywords[3].display_name	Medicine
keywords[4].id	https://openalex.org/keywords/cancer
keywords[4].score	0.33542099595069885
keywords[4].display_name	Cancer
keywords[5].id	https://openalex.org/keywords/econometrics
keywords[5].score	0.3352243900299072
keywords[5].display_name	Econometrics
keywords[6].id	https://openalex.org/keywords/computer-science
keywords[6].score	0.28336021304130554
keywords[6].display_name	Computer science
keywords[7].id	https://openalex.org/keywords/machine-learning
keywords[7].score	0.16424518823623657
keywords[7].display_name	Machine learning
keywords[8].id	https://openalex.org/keywords/internal-medicine
keywords[8].score	0.14644724130630493
keywords[8].display_name	Internal medicine
keywords[9].id	https://openalex.org/keywords/mathematics
keywords[9].score	0.1349809169769287
keywords[9].display_name	Mathematics
language	en
locations[0].id	doi:10.2139/ssrn.4334198
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S4210172589
locations[0].source.issn	1556-5068
locations[0].source.type	repository
locations[0].source.is_oa	True
locations[0].source.issn_l	1556-5068
locations[0].source.is_core	False
locations[0].source.is_in_doaj	False
locations[0].source.display_name	SSRN Electronic Journal
locations[0].source.host_organization	https://openalex.org/I1318003438
locations[0].source.host_organization_name	RELX Group (Netherlands)
locations[0].source.host_organization_lineage	https://openalex.org/I1318003438
locations[0].license
locations[0].pdf_url
locations[0].version	acceptedVersion
locations[0].raw_type	posted-content
locations[0].license_id
locations[0].is_accepted	True
locations[0].is_published	False
locations[0].raw_source_name
locations[0].landing_page_url	https://doi.org/10.2139/ssrn.4334198
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5005602930
authorships[0].author.orcid	https://orcid.org/0000-0002-8891-6042
authorships[0].author.display_name	Amanda F. Petrik
authorships[0].countries	US
authorships[0].affiliations[0].institution_ids	https://openalex.org/I4210114677
authorships[0].affiliations[0].raw_affiliation_string	Kaiser Permanente - Center for Health Research
authorships[0].institutions[0].id	https://openalex.org/I4210114677
authorships[0].institutions[0].ror	https://ror.org/028gzjv13
authorships[0].institutions[0].type	healthcare
authorships[0].institutions[0].lineage	https://openalex.org/I1343052199, https://openalex.org/I4210114677
authorships[0].institutions[0].country_code	US
authorships[0].institutions[0].display_name	Kaiser Permanente Center for Health Research
authorships[0].author_position	first
authorships[0].raw_author_name	Amanda F. Petrik
authorships[0].is_corresponding	True
authorships[0].raw_affiliation_strings	Kaiser Permanente - Center for Health Research
authorships[1].author.id	https://openalex.org/A5088184906
authorships[1].author.orcid	https://orcid.org/0000-0002-4638-1684
authorships[1].author.display_name	Eric S. Johnson
authorships[1].countries	US
authorships[1].affiliations[0].institution_ids	https://openalex.org/I4210114677
authorships[1].affiliations[0].raw_affiliation_string	Kaiser Permanente - Center for Health Research
authorships[1].institutions[0].id	https://openalex.org/I4210114677
authorships[1].institutions[0].ror	https://ror.org/028gzjv13
authorships[1].institutions[0].type	healthcare
authorships[1].institutions[0].lineage	https://openalex.org/I1343052199, https://openalex.org/I4210114677
authorships[1].institutions[0].country_code	US
authorships[1].institutions[0].display_name	Kaiser Permanente Center for Health Research
authorships[1].author_position	middle
authorships[1].raw_author_name	Eric S. Johnson
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	Kaiser Permanente - Center for Health Research
authorships[2].author.id	https://openalex.org/A5025569807
authorships[2].author.orcid
authorships[2].author.display_name	Raj Mummadi
authorships[2].countries	US
authorships[2].affiliations[0].institution_ids	https://openalex.org/I4210114677
authorships[2].affiliations[0].raw_affiliation_string	Kaiser Permanente - Center for Health Research
authorships[2].institutions[0].id	https://openalex.org/I4210114677
authorships[2].institutions[0].ror	https://ror.org/028gzjv13
authorships[2].institutions[0].type	healthcare
authorships[2].institutions[0].lineage	https://openalex.org/I1343052199, https://openalex.org/I4210114677
authorships[2].institutions[0].country_code	US
authorships[2].institutions[0].display_name	Kaiser Permanente Center for Health Research
authorships[2].author_position	middle
authorships[2].raw_author_name	Raj Mummadi
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	Kaiser Permanente - Center for Health Research
authorships[3].author.id	https://openalex.org/A5078280259
authorships[3].author.orcid	https://orcid.org/0000-0001-9025-5266
authorships[3].author.display_name	Matthew Slaughter
authorships[3].countries	US
authorships[3].affiliations[0].institution_ids	https://openalex.org/I4210114677
authorships[3].affiliations[0].raw_affiliation_string	Kaiser Permanente - Center for Health Research
authorships[3].institutions[0].id	https://openalex.org/I4210114677
authorships[3].institutions[0].ror	https://ror.org/028gzjv13
authorships[3].institutions[0].type	healthcare
authorships[3].institutions[0].lineage	https://openalex.org/I1343052199, https://openalex.org/I4210114677
authorships[3].institutions[0].country_code	US
authorships[3].institutions[0].display_name	Kaiser Permanente Center for Health Research
authorships[3].author_position	middle
authorships[3].raw_author_name	Matthew Slaughter
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	Kaiser Permanente - Center for Health Research
authorships[4].author.id	https://openalex.org/A5084956002
authorships[4].author.orcid	https://orcid.org/0000-0003-1130-6542
authorships[4].author.display_name	Gloria D. Coronado
authorships[4].countries	US
authorships[4].affiliations[0].institution_ids	https://openalex.org/I4210114677
authorships[4].affiliations[0].raw_affiliation_string	Kaiser Permanente - Center for Health Research
authorships[4].institutions[0].id	https://openalex.org/I4210114677
authorships[4].institutions[0].ror	https://ror.org/028gzjv13
authorships[4].institutions[0].type	healthcare
authorships[4].institutions[0].lineage	https://openalex.org/I1343052199, https://openalex.org/I4210114677
authorships[4].institutions[0].country_code	US
authorships[4].institutions[0].display_name	Kaiser Permanente Center for Health Research
authorships[4].author_position	middle
authorships[4].raw_author_name	Gloria D. Coronado
authorships[4].is_corresponding	False
authorships[4].raw_affiliation_strings	Kaiser Permanente - Center for Health Research
authorships[5].author.id	https://openalex.org/A5075487577
authorships[5].author.orcid	https://orcid.org/0000-0002-4979-9058
authorships[5].author.display_name	Sunny C. Lin
authorships[5].countries	US
authorships[5].affiliations[0].institution_ids	https://openalex.org/I126345244
authorships[5].affiliations[0].raw_affiliation_string	Portland State University
authorships[5].institutions[0].id	https://openalex.org/I126345244
authorships[5].institutions[0].ror	https://ror.org/00yn2fy02
authorships[5].institutions[0].type	education
authorships[5].institutions[0].lineage	https://openalex.org/I126345244
authorships[5].institutions[0].country_code	US
authorships[5].institutions[0].display_name	Portland State University
authorships[5].author_position	middle
authorships[5].raw_author_name	Sunny C. Lin
authorships[5].is_corresponding	False
authorships[5].raw_affiliation_strings	Portland State University
authorships[6].author.id	https://openalex.org/A5016485022
authorships[6].author.orcid
authorships[6].author.display_name	Lucy A. Savitz
authorships[6].countries	US
authorships[6].affiliations[0].institution_ids	https://openalex.org/I4210114677
authorships[6].affiliations[0].raw_affiliation_string	Kaiser Permanente - Center for Health Research
authorships[6].institutions[0].id	https://openalex.org/I4210114677
authorships[6].institutions[0].ror	https://ror.org/028gzjv13
authorships[6].institutions[0].type	healthcare
authorships[6].institutions[0].lineage	https://openalex.org/I1343052199, https://openalex.org/I4210114677
authorships[6].institutions[0].country_code	US
authorships[6].institutions[0].display_name	Kaiser Permanente Center for Health Research
authorships[6].author_position	middle
authorships[6].raw_author_name	Lucy Savitz
authorships[6].is_corresponding	False
authorships[6].raw_affiliation_strings	Kaiser Permanente - Center for Health Research
authorships[7].author.id	https://openalex.org/A5111459243
authorships[7].author.orcid
authorships[7].author.display_name	Neal Wallace
authorships[7].countries	US
authorships[7].affiliations[0].institution_ids	https://openalex.org/I126345244
authorships[7].affiliations[0].raw_affiliation_string	Portland State University
authorships[7].institutions[0].id	https://openalex.org/I126345244
authorships[7].institutions[0].ror	https://ror.org/00yn2fy02
authorships[7].institutions[0].type	education
authorships[7].institutions[0].lineage	https://openalex.org/I126345244
authorships[7].institutions[0].country_code	US
authorships[7].institutions[0].display_name	Portland State University
authorships[7].author_position	last
authorships[7].raw_author_name	Neal Wallace
authorships[7].is_corresponding	False
authorships[7].raw_affiliation_strings	Portland State University
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.2139/ssrn.4334198
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	The Use of Individual and Multilevel Data in the Development of a Risk Prediction Model to Predict Patients’ Likelihood of Completing Colorectal Cancer Screening
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T10552
primary_topic.field.id	https://openalex.org/fields/27
primary_topic.field.display_name	Medicine
primary_topic.score	0.9804999828338623
primary_topic.domain.id	https://openalex.org/domains/4
primary_topic.domain.display_name	Health Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2730
primary_topic.subfield.display_name	Oncology
primary_topic.display_name	Colorectal Cancer Screening and Detection
related_works	https://openalex.org/W2899084033, https://openalex.org/W2748952813, https://openalex.org/W3004259476, https://openalex.org/W1984432242, https://openalex.org/W2392730113, https://openalex.org/W2388808113, https://openalex.org/W2075214100, https://openalex.org/W2381416288, https://openalex.org/W2783552007, https://openalex.org/W2326463105
cited_by_count	0
locations_count	1
best_oa_location.id	doi:10.2139/ssrn.4334198
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4210172589
best_oa_location.source.issn	1556-5068
best_oa_location.source.type	repository
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	1556-5068
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	SSRN Electronic Journal
best_oa_location.source.host_organization	https://openalex.org/I1318003438
best_oa_location.source.host_organization_name	RELX Group (Netherlands)
best_oa_location.source.host_organization_lineage	https://openalex.org/I1318003438
best_oa_location.license
best_oa_location.pdf_url
best_oa_location.version	acceptedVersion
best_oa_location.raw_type	posted-content
best_oa_location.license_id
best_oa_location.is_accepted	True
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	https://doi.org/10.2139/ssrn.4334198
primary_location.id	doi:10.2139/ssrn.4334198
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S4210172589
primary_location.source.issn	1556-5068
primary_location.source.type	repository
primary_location.source.is_oa	True
primary_location.source.issn_l	1556-5068
primary_location.source.is_core	False
primary_location.source.is_in_doaj	False
primary_location.source.display_name	SSRN Electronic Journal
primary_location.source.host_organization	https://openalex.org/I1318003438
primary_location.source.host_organization_name	RELX Group (Netherlands)
primary_location.source.host_organization_lineage	https://openalex.org/I1318003438
primary_location.license
primary_location.pdf_url
primary_location.version	acceptedVersion
primary_location.raw_type	posted-content
primary_location.license_id
primary_location.is_accepted	True
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	https://doi.org/10.2139/ssrn.4334198
publication_date	2023-01-01
publication_year	2023
referenced_works_count	0
abstract_inverted_index
cited_by_percentile_year
corresponding_author_ids	https://openalex.org/A5005602930
countries_distinct_count	1
institutions_distinct_count	8
corresponding_institution_ids	https://openalex.org/I4210114677
sustainable_development_goals[0].id	https://metadata.un.org/sdg/3
sustainable_development_goals[0].score	0.41999998688697815
sustainable_development_goals[0].display_name	Good health and well-being
citation_normalized_percentile.value	0.01646841
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False