Beyond Discrete Classifications: A Computational Approach to the Continuum of Cognition and Behavior in Children Article Swipe
Anthony Gagnon
,
Virginie Gillet
,
Anne-Sandrine Desautels
,
Jean‐François Lepage
,
Andrea Baccarelli
,
Jonathan Posner
,
Maxime Descoteaux
,
Marie A. Brunet
,
Larissa Takser
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1101/2025.04.14.25325835
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1101/2025.04.14.25325835
Psychiatry is undergoing a shift toward precision medicine, demanding personalized approaches that capture the complexity of cognition and behavior. Here, we introduce a novel referential of four robust, replicable, and generalizable cognitive and behavioral profiles. These were derived from the most prominent pediatric cohort (n=10,843) and validated in two independent cohorts (n=195 and n=271). We demonstrate the profiles’ longitudinal stability and consistency with clinical diagnoses while exposing critical discrepancies across parent-reported, youth-reported, and expert-derived diagnoses. Beyond validation, we showcase the real-world utility of our approach by linking profiles to environmental factors, revealing associations between parental influences and youths’ cognition and behavior. Our fuzzy profiling framework moves beyond discrete classification, offering a powerful tool to refine psychiatric evaluation and intervention. We provide an open-source framework, enabling researchers and clinicians to fast-track implementation and foster a data-driven, domain-based approach to diagnosis. Our findings advocate for broadening the scope of psychiatric assessment.
Related Topics
Concepts
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.1101/2025.04.14.25325835
- https://www.medrxiv.org/content/medrxiv/early/2025/04/16/2025.04.14.25325835.full.pdf
- OA Status
- green
- References
- 47
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4409585399
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4409585399Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1101/2025.04.14.25325835Digital Object Identifier
- Title
-
Beyond Discrete Classifications: A Computational Approach to the Continuum of Cognition and Behavior in ChildrenWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-04-16Full publication date if available
- Authors
-
Anthony Gagnon, Virginie Gillet, Anne-Sandrine Desautels, Jean‐François Lepage, Andrea Baccarelli, Jonathan Posner, Maxime Descoteaux, Marie A. Brunet, Larissa TakserList of authors in order
- Landing page
-
https://doi.org/10.1101/2025.04.14.25325835Publisher landing page
- PDF URL
-
https://www.medrxiv.org/content/medrxiv/early/2025/04/16/2025.04.14.25325835.full.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.medrxiv.org/content/medrxiv/early/2025/04/16/2025.04.14.25325835.full.pdfDirect OA link when available
- Concepts
-
Cognition, Medical diagnosis, Consistency (knowledge bases), Psychology, Cognitive psychology, Computer science, Clinical psychology, Artificial intelligence, Psychiatry, Medicine, PathologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
47Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4409585399 |
|---|---|
| doi | https://doi.org/10.1101/2025.04.14.25325835 |
| ids.doi | https://doi.org/10.1101/2025.04.14.25325835 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/40321281 |
| ids.openalex | https://openalex.org/W4409585399 |
| fwci | 0.0 |
| type | preprint |
| title | Beyond Discrete Classifications: A Computational Approach to the Continuum of Cognition and Behavior in Children |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T13283 |
| topics[0].field.id | https://openalex.org/fields/32 |
| topics[0].field.display_name | Psychology |
| topics[0].score | 0.9994000196456909 |
| topics[0].domain.id | https://openalex.org/domains/2 |
| topics[0].domain.display_name | Social Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/3205 |
| topics[0].subfield.display_name | Experimental and Cognitive Psychology |
| topics[0].display_name | Mental Health Research Topics |
| topics[1].id | https://openalex.org/T10182 |
| topics[1].field.id | https://openalex.org/fields/32 |
| topics[1].field.display_name | Psychology |
| topics[1].score | 0.9980999827384949 |
| topics[1].domain.id | https://openalex.org/domains/2 |
| topics[1].domain.display_name | Social Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/3203 |
| topics[1].subfield.display_name | Clinical Psychology |
| topics[1].display_name | Child and Adolescent Psychosocial and Emotional Development |
| topics[2].id | https://openalex.org/T10023 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.9944999814033508 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2738 |
| topics[2].subfield.display_name | Psychiatry and Mental health |
| topics[2].display_name | Schizophrenia research and treatment |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C169900460 |
| concepts[0].level | 2 |
| concepts[0].score | 0.6567698121070862 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q2200417 |
| concepts[0].display_name | Cognition |
| concepts[1].id | https://openalex.org/C534262118 |
| concepts[1].level | 2 |
| concepts[1].score | 0.616012454032898 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q177719 |
| concepts[1].display_name | Medical diagnosis |
| concepts[2].id | https://openalex.org/C2776436953 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5476263761520386 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q5163215 |
| concepts[2].display_name | Consistency (knowledge bases) |
| concepts[3].id | https://openalex.org/C15744967 |
| concepts[3].level | 0 |
| concepts[3].score | 0.5263893604278564 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q9418 |
| concepts[3].display_name | Psychology |
| concepts[4].id | https://openalex.org/C180747234 |
| concepts[4].level | 1 |
| concepts[4].score | 0.4611653685569763 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q23373 |
| concepts[4].display_name | Cognitive psychology |
| concepts[5].id | https://openalex.org/C41008148 |
| concepts[5].level | 0 |
| concepts[5].score | 0.3810380697250366 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[5].display_name | Computer science |
| concepts[6].id | https://openalex.org/C70410870 |
| concepts[6].level | 1 |
| concepts[6].score | 0.3805127739906311 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q199906 |
| concepts[6].display_name | Clinical psychology |
| concepts[7].id | https://openalex.org/C154945302 |
| concepts[7].level | 1 |
| concepts[7].score | 0.2832343578338623 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[7].display_name | Artificial intelligence |
| concepts[8].id | https://openalex.org/C118552586 |
| concepts[8].level | 1 |
| concepts[8].score | 0.24386519193649292 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q7867 |
| concepts[8].display_name | Psychiatry |
| concepts[9].id | https://openalex.org/C71924100 |
| concepts[9].level | 0 |
| concepts[9].score | 0.24021807312965393 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[9].display_name | Medicine |
| concepts[10].id | https://openalex.org/C142724271 |
| concepts[10].level | 1 |
| concepts[10].score | 0.0 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q7208 |
| concepts[10].display_name | Pathology |
| keywords[0].id | https://openalex.org/keywords/cognition |
| keywords[0].score | 0.6567698121070862 |
| keywords[0].display_name | Cognition |
| keywords[1].id | https://openalex.org/keywords/medical-diagnosis |
| keywords[1].score | 0.616012454032898 |
| keywords[1].display_name | Medical diagnosis |
| keywords[2].id | https://openalex.org/keywords/consistency |
| keywords[2].score | 0.5476263761520386 |
| keywords[2].display_name | Consistency (knowledge bases) |
| keywords[3].id | https://openalex.org/keywords/psychology |
| keywords[3].score | 0.5263893604278564 |
| keywords[3].display_name | Psychology |
| keywords[4].id | https://openalex.org/keywords/cognitive-psychology |
| keywords[4].score | 0.4611653685569763 |
| keywords[4].display_name | Cognitive psychology |
| keywords[5].id | https://openalex.org/keywords/computer-science |
| keywords[5].score | 0.3810380697250366 |
| keywords[5].display_name | Computer science |
| keywords[6].id | https://openalex.org/keywords/clinical-psychology |
| keywords[6].score | 0.3805127739906311 |
| keywords[6].display_name | Clinical psychology |
| keywords[7].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[7].score | 0.2832343578338623 |
| keywords[7].display_name | Artificial intelligence |
| keywords[8].id | https://openalex.org/keywords/psychiatry |
| keywords[8].score | 0.24386519193649292 |
| keywords[8].display_name | Psychiatry |
| keywords[9].id | https://openalex.org/keywords/medicine |
| keywords[9].score | 0.24021807312965393 |
| keywords[9].display_name | Medicine |
| language | en |
| locations[0].id | doi:10.1101/2025.04.14.25325835 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4306402567 |
| locations[0].source.issn | |
| locations[0].source.type | repository |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | bioRxiv (Cold Spring Harbor Laboratory) |
| locations[0].source.host_organization | https://openalex.org/I2750212522 |
| locations[0].source.host_organization_name | Cold Spring Harbor Laboratory |
| locations[0].source.host_organization_lineage | https://openalex.org/I2750212522 |
| locations[0].license | cc-by-nc-nd |
| locations[0].pdf_url | https://www.medrxiv.org/content/medrxiv/early/2025/04/16/2025.04.14.25325835.full.pdf |
| locations[0].version | acceptedVersion |
| locations[0].raw_type | posted-content |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | https://doi.org/10.1101/2025.04.14.25325835 |
| locations[1].id | pmid:40321281 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | medRxiv : the preprint server for health sciences |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/40321281 |
| locations[2].id | pmh:oai:pubmedcentral.nih.gov:12047909 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S2764455111 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | PubMed Central |
| locations[2].source.host_organization | https://openalex.org/I1299303238 |
| locations[2].source.host_organization_name | National Institutes of Health |
| locations[2].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | Text |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | medRxiv |
| locations[2].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/12047909 |
| indexed_in | crossref, pubmed |
| authorships[0].author.id | https://openalex.org/A5086857097 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-4468-0269 |
| authorships[0].author.display_name | Anthony Gagnon |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Anthony Gagnon |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5089344025 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-7186-0265 |
| authorships[1].author.display_name | Virginie Gillet |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Virginie Gillet |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5006722656 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | Anne-Sandrine Desautels |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Anne-Sandrine Desautels |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5029975428 |
| authorships[3].author.orcid | https://orcid.org/0000-0002-1181-6043 |
| authorships[3].author.display_name | Jean‐François Lepage |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Jean-François Lepage |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5069636788 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-3436-0640 |
| authorships[4].author.display_name | Andrea Baccarelli |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Andrea A. Baccarelli |
| authorships[4].is_corresponding | False |
| authorships[5].author.id | https://openalex.org/A5034093706 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-2704-1094 |
| authorships[5].author.display_name | Jonathan Posner |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Jonathan Posner |
| authorships[5].is_corresponding | False |
| authorships[6].author.id | https://openalex.org/A5045679867 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-8191-2129 |
| authorships[6].author.display_name | Maxime Descoteaux |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Maxime Descoteaux |
| authorships[6].is_corresponding | False |
| authorships[7].author.id | https://openalex.org/A5084963890 |
| authorships[7].author.orcid | https://orcid.org/0000-0001-5973-3522 |
| authorships[7].author.display_name | Marie A. Brunet |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Marie A. Brunet |
| authorships[7].is_corresponding | False |
| authorships[8].author.id | https://openalex.org/A5057956554 |
| authorships[8].author.orcid | https://orcid.org/0000-0001-9262-1362 |
| authorships[8].author.display_name | Larissa Takser |
| authorships[8].author_position | last |
| authorships[8].raw_author_name | Larissa Takser |
| authorships[8].is_corresponding | False |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.medrxiv.org/content/medrxiv/early/2025/04/16/2025.04.14.25325835.full.pdf |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Beyond Discrete Classifications: A Computational Approach to the Continuum of Cognition and Behavior in Children |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T13283 |
| primary_topic.field.id | https://openalex.org/fields/32 |
| primary_topic.field.display_name | Psychology |
| primary_topic.score | 0.9994000196456909 |
| primary_topic.domain.id | https://openalex.org/domains/2 |
| primary_topic.domain.display_name | Social Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/3205 |
| primary_topic.subfield.display_name | Experimental and Cognitive Psychology |
| primary_topic.display_name | Mental Health Research Topics |
| related_works | https://openalex.org/W4249377076, https://openalex.org/W4210389441, https://openalex.org/W2395241803, https://openalex.org/W2003211637, https://openalex.org/W2021488205, https://openalex.org/W2604451061, https://openalex.org/W2418110971, https://openalex.org/W2806095031, https://openalex.org/W4391858226, https://openalex.org/W2073770353 |
| cited_by_count | 0 |
| locations_count | 3 |
| best_oa_location.id | doi:10.1101/2025.04.14.25325835 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306402567 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | bioRxiv (Cold Spring Harbor Laboratory) |
| best_oa_location.source.host_organization | https://openalex.org/I2750212522 |
| best_oa_location.source.host_organization_name | Cold Spring Harbor Laboratory |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I2750212522 |
| best_oa_location.license | cc-by-nc-nd |
| best_oa_location.pdf_url | https://www.medrxiv.org/content/medrxiv/early/2025/04/16/2025.04.14.25325835.full.pdf |
| best_oa_location.version | acceptedVersion |
| best_oa_location.raw_type | posted-content |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| 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/10.1101/2025.04.14.25325835 |
| primary_location.id | doi:10.1101/2025.04.14.25325835 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4306402567 |
| primary_location.source.issn | |
| primary_location.source.type | repository |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | bioRxiv (Cold Spring Harbor Laboratory) |
| primary_location.source.host_organization | https://openalex.org/I2750212522 |
| primary_location.source.host_organization_name | Cold Spring Harbor Laboratory |
| primary_location.source.host_organization_lineage | https://openalex.org/I2750212522 |
| primary_location.license | cc-by-nc-nd |
| primary_location.pdf_url | https://www.medrxiv.org/content/medrxiv/early/2025/04/16/2025.04.14.25325835.full.pdf |
| primary_location.version | acceptedVersion |
| primary_location.raw_type | posted-content |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | https://doi.org/10.1101/2025.04.14.25325835 |
| publication_date | 2025-04-16 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W4390112580, https://openalex.org/W4386503312, https://openalex.org/W2158282570, https://openalex.org/W2599264051, https://openalex.org/W2904718375, https://openalex.org/W2127098301, https://openalex.org/W4384119744, https://openalex.org/W4311404554, https://openalex.org/W2170279894, https://openalex.org/W2803011420, https://openalex.org/W4390201925, https://openalex.org/W2904226249, https://openalex.org/W4378348351, https://openalex.org/W2947334711, https://openalex.org/W4220854941, https://openalex.org/W4401253848, https://openalex.org/W2523214131, https://openalex.org/W2913697104, https://openalex.org/W4367393892, https://openalex.org/W4401948001, https://openalex.org/W3215078466, https://openalex.org/W1964877315, https://openalex.org/W4210827248, https://openalex.org/W4286630881, https://openalex.org/W4304112108, https://openalex.org/W1842626622, https://openalex.org/W3117663586, https://openalex.org/W4213442392, https://openalex.org/W3025059212, https://openalex.org/W3163219501, https://openalex.org/W3147696901, https://openalex.org/W4200580706, https://openalex.org/W4315710055, https://openalex.org/W2098605272, https://openalex.org/W4391613430, https://openalex.org/W2792515696, https://openalex.org/W2004927913, https://openalex.org/W2034223659, https://openalex.org/W4401514517, https://openalex.org/W2155778279, https://openalex.org/W2051772523, https://openalex.org/W2065759841, https://openalex.org/W2808004150, https://openalex.org/W3095032275, https://openalex.org/W2979847014, https://openalex.org/W2110065044, https://openalex.org/W4221106163 |
| referenced_works_count | 47 |
| abstract_inverted_index.a | 4, 23, 111, 134 |
| abstract_inverted_index.We | 55, 120 |
| abstract_inverted_index.an | 122 |
| abstract_inverted_index.by | 86 |
| abstract_inverted_index.in | 48 |
| abstract_inverted_index.is | 2 |
| abstract_inverted_index.of | 16, 26, 83, 147 |
| abstract_inverted_index.to | 89, 114, 129, 138 |
| abstract_inverted_index.we | 21, 78 |
| abstract_inverted_index.Our | 102, 140 |
| abstract_inverted_index.and | 18, 30, 33, 46, 53, 61, 73, 97, 100, 118, 127, 132 |
| abstract_inverted_index.for | 143 |
| abstract_inverted_index.our | 84 |
| abstract_inverted_index.the | 14, 40, 57, 80, 145 |
| abstract_inverted_index.two | 49 |
| abstract_inverted_index.four | 27 |
| abstract_inverted_index.from | 39 |
| abstract_inverted_index.most | 41 |
| abstract_inverted_index.that | 12 |
| abstract_inverted_index.tool | 113 |
| abstract_inverted_index.were | 37 |
| abstract_inverted_index.with | 63 |
| abstract_inverted_index.Here, | 20 |
| abstract_inverted_index.These | 36 |
| abstract_inverted_index.fuzzy | 103 |
| abstract_inverted_index.moves | 106 |
| abstract_inverted_index.novel | 24 |
| abstract_inverted_index.scope | 146 |
| abstract_inverted_index.shift | 5 |
| abstract_inverted_index.while | 66 |
| abstract_inverted_index.(n=195 | 52 |
| abstract_inverted_index.Beyond | 76 |
| abstract_inverted_index.across | 70 |
| abstract_inverted_index.beyond | 107 |
| abstract_inverted_index.cohort | 44 |
| abstract_inverted_index.foster | 133 |
| abstract_inverted_index.refine | 115 |
| abstract_inverted_index.toward | 6 |
| abstract_inverted_index.between | 94 |
| abstract_inverted_index.capture | 13 |
| abstract_inverted_index.cohorts | 51 |
| abstract_inverted_index.derived | 38 |
| abstract_inverted_index.linking | 87 |
| abstract_inverted_index.n=271). | 54 |
| abstract_inverted_index.provide | 121 |
| abstract_inverted_index.robust, | 28 |
| abstract_inverted_index.utility | 82 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.advocate | 142 |
| abstract_inverted_index.approach | 85, 137 |
| abstract_inverted_index.clinical | 64 |
| abstract_inverted_index.critical | 68 |
| abstract_inverted_index.discrete | 108 |
| abstract_inverted_index.enabling | 125 |
| abstract_inverted_index.exposing | 67 |
| abstract_inverted_index.factors, | 91 |
| abstract_inverted_index.findings | 141 |
| abstract_inverted_index.offering | 110 |
| abstract_inverted_index.parental | 95 |
| abstract_inverted_index.powerful | 112 |
| abstract_inverted_index.profiles | 88 |
| abstract_inverted_index.showcase | 79 |
| abstract_inverted_index.behavior. | 19, 101 |
| abstract_inverted_index.cognition | 17, 99 |
| abstract_inverted_index.cognitive | 32 |
| abstract_inverted_index.demanding | 9 |
| abstract_inverted_index.diagnoses | 65 |
| abstract_inverted_index.framework | 105 |
| abstract_inverted_index.introduce | 22 |
| abstract_inverted_index.medicine, | 8 |
| abstract_inverted_index.pediatric | 43 |
| abstract_inverted_index.precision | 7 |
| abstract_inverted_index.profiles. | 35 |
| abstract_inverted_index.profiling | 104 |
| abstract_inverted_index.prominent | 42 |
| abstract_inverted_index.revealing | 92 |
| abstract_inverted_index.stability | 60 |
| abstract_inverted_index.validated | 47 |
| abstract_inverted_index.youths’ | 98 |
| abstract_inverted_index.(n=10,843) | 45 |
| abstract_inverted_index.Psychiatry | 1 |
| abstract_inverted_index.approaches | 11 |
| abstract_inverted_index.behavioral | 34 |
| abstract_inverted_index.broadening | 144 |
| abstract_inverted_index.clinicians | 128 |
| abstract_inverted_index.complexity | 15 |
| abstract_inverted_index.diagnoses. | 75 |
| abstract_inverted_index.diagnosis. | 139 |
| abstract_inverted_index.evaluation | 117 |
| abstract_inverted_index.fast-track | 130 |
| abstract_inverted_index.framework, | 124 |
| abstract_inverted_index.influences | 96 |
| abstract_inverted_index.real-world | 81 |
| abstract_inverted_index.undergoing | 3 |
| abstract_inverted_index.assessment. | 149 |
| abstract_inverted_index.consistency | 62 |
| abstract_inverted_index.demonstrate | 56 |
| abstract_inverted_index.independent | 50 |
| abstract_inverted_index.open-source | 123 |
| abstract_inverted_index.profiles’ | 58 |
| abstract_inverted_index.psychiatric | 116, 148 |
| abstract_inverted_index.referential | 25 |
| abstract_inverted_index.replicable, | 29 |
| abstract_inverted_index.researchers | 126 |
| abstract_inverted_index.validation, | 77 |
| abstract_inverted_index.associations | 93 |
| abstract_inverted_index.data-driven, | 135 |
| abstract_inverted_index.domain-based | 136 |
| abstract_inverted_index.longitudinal | 59 |
| abstract_inverted_index.personalized | 10 |
| abstract_inverted_index.discrepancies | 69 |
| abstract_inverted_index.environmental | 90 |
| abstract_inverted_index.generalizable | 31 |
| abstract_inverted_index.intervention. | 119 |
| abstract_inverted_index.expert-derived | 74 |
| abstract_inverted_index.implementation | 131 |
| abstract_inverted_index.classification, | 109 |
| abstract_inverted_index.youth-reported, | 72 |
| abstract_inverted_index.parent-reported, | 71 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 9 |
| citation_normalized_percentile.value | 0.13835327 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |