{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,19]],"date-time":"2026-08-19T18:26:41Z","timestamp":1787164001935,"version":"build-2736575974"},"reference-count":35,"publisher":"MDPI AG","issue":"8","license":[{"start":{"date-parts":[[2026,8,16]],"date-time":"2026-08-16T00:00:00Z","timestamp":1786838400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Eur. J. Investig. Health Psychol. Educ.","EJIHPE"],"abstract":"<jats:p>In psychotherapy, case formulation can organize clinically relevant information into a coherent account of how psychological difficulties emerge, persist, and may change. The Personal Meaning System Fuzzy Cognitive Map (PMS-FCM) represents the client\u2019s bipolar construct system as a weighted directed graph, whereas the FCM-FRHP (Fuzzy Cognitive Map of Human Problem Formation and Resolution) provides a professional functional reference model for problem formation and resolution. This paper proposes a semantically constrained method for identifying systemic archetype-inspired configurations in PMS-FCM representations enriched with FCM-FRHP semantics. Rather than importing classical systemic archetypes directly, the method reformulates them as configurable graph templates adapted to intrapersonal bipolar construct systems. Detection combines FCM-FRHP functional roles, predefined semantic-affinity rules and PB-based structural criteria, edge-weight thresholds, and ranking criteria. The goal is to support the traceable identification of static structures that may inform the examination of clinically relevant systemic hypotheses, without treating them as diagnoses or evidence of observed temporal dynamics. The pipeline combines property-graph querying, RDF\/SHACL conformance checking, ranked materialization, and rule-based trace generation. A local language model is used only after detection and conformance checking, as a constrained graph-to-text layer grounded in graph evidence and FCM-FRHP semantics. The approach offers a formally specified and reproducible method for conducting explicit, auditable pattern-level analysis of psychological case formulations.<\/jats:p>","DOI":"10.3390\/ejihpe16080117","type":"journal-article","created":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T08:05:41Z","timestamp":1786953941000},"page":"117","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Semantically Constrained Detection of Systemic Archetype-Inspired Patterns in Idiographic Case Formulations: A Rule-Based Framework Using FCM-FRHP Functional Semantics"],"prefix":"10.3390","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-1211-307X","authenticated-orcid":false,"given":"Carlos","family":"Hurtado-Mart\u00ednez","sequence":"first","affiliation":[{"name":"Facultad de Psicolog\u00eda, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), 28040 Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3794-5967","authenticated-orcid":false,"given":"Luis","family":"Botella","sequence":"additional","affiliation":[{"name":"FPCEE Blanquerna, Universidad Ramon Llull, 08022 Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7300-7671","authenticated-orcid":false,"given":"Alejandro","family":"Sanfeliciano","sequence":"additional","affiliation":[{"name":"Facultad de Psicolog\u00eda, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), 28040 Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0801-9286","authenticated-orcid":false,"given":"Ernesto","family":"Aranda-Escol\u00e1stico","sequence":"additional","affiliation":[{"name":"Escuela T\u00e9cnica Superior de Ingenier\u00eda Inform\u00e1tica, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), 28040 Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6351-8283","authenticated-orcid":false,"given":"Luis Angel","family":"Sa\u00fal","sequence":"additional","affiliation":[{"name":"Facultad de Psicolog\u00eda, Universidad Nacional de Educaci\u00f3n a Distancia (UNED), 28040 Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,8,16]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"99","DOI":"10.5944\/rdp.v35i128.41435","article-title":"Procedimiento para la conceptualizaci\u00f3n de casos y planificaci\u00f3n del proceso psicoterap\u00e9utico mediante mapas cognitivos borrosos del sistema de significados personales de los clientes [2C3P-MCB]","volume":"35","author":"Botella","year":"2024","journal-title":"Revista de Psicoterapia"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"79","DOI":"10.33898\/rdp.v33i123.35946","article-title":"Formulaci\u00f3n de caso mediante mapas cognitivos borrosos: Bases conceptuales y metodol\u00f3gicas y ejemplo de caso","volume":"33","author":"Botella","year":"2022","journal-title":"Revista de Psicoterapia"},{"key":"ref_3","unstructured":"Botella, L., and Feixas, G. 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