{
 "ok": true,
 "source_id": "src_41519174",
 "depth": 1,
 "corpus_version": "corpus-2026-10-19",
 "pmid": "41519174",
 "doi": "10.1016/j.jad.2026.121174",
 "pubmed_indexed": true,
 "scientific_evidence": {
 "direct_cite": [
 {
 "target_id": "src_bpd_symptoms_new_22",
 "target_title": "Impulsivity and its Therapeutic Management in Borderline Personality Disorder: a Systematic Review",
 "target_year": 2020,
 "target_journal": "Psychiatric Quarterly",
 "target_doi": "10.1007/s11126-020-09845-z",
 "target_pmid": null,
 "type": "direct_cite",
 "strength": 1,
 "n": 1,
 "status": "approved",
 "evidence": {
 "openalex_target_id": "https://openalex.org/W3090024462",
 "source": "openalex_referenced_works",
 "method": "citation_graph_extraction",
 "source_provider": "openalex",
 "citation_direction_verified": true
 }
 },
 {
 "target_id": "src_bpd_types_new_25",
 "target_title": "Differential Diagnosis of Bipolar II Disorder and Borderline Personality Disorder",
 "target_year": 2019,
 "target_journal": "Current Psychiatry Reports",
 "target_doi": "10.1007/s11920-019-1120-2",
 "target_pmid": null,
 "type": "direct_cite",
 "strength": 1,
 "n": 1,
 "status": "approved",
 "evidence": {
 "openalex_target_id": "https://openalex.org/W2990034263",
 "source": "openalex_referenced_works",
 "method": "citation_graph_extraction",
 "source_provider": "openalex",
 "citation_direction_verified": true
 }
 },
 {
 "target_id": "src_radical_acceptance_new_11",
 "target_title": "Mechanisms of change in dialectical behavior therapy: Theoretical and empirical observations",
 "target_year": 2006,
 "target_journal": "Journal of Clinical Psychology",
 "target_doi": "10.1002/jclp.20243",
 "target_pmid": null,
 "type": "direct_cite",
 "strength": 1,
 "n": 1,
 "status": "approved",
 "evidence": {
 "openalex_target_id": "https://openalex.org/W2136654837",
 "source": "openalex_referenced_works",
 "method": "citation_graph_extraction",
 "source_provider": "openalex",
 "citation_direction_verified": true
 }
 }
 ],
 "bib_coupling": [
 {
 "target_id": "src_cptsd_kim_2025_network",
 "target_title": "From childhood trauma to complex PTSD: a network analysis",
 "target_year": 2025,
 "target_journal": "European Journal of Psychotraumatology",
 "target_doi": "10.1080/20008066.2025.2571365",
 "target_pmid": "41147938",
 "type": "bib_coupling",
 "strength": 0.0392,
 "n": 4,
 "status": "computed",
 "evidence": {
 "method": "shared_references_jaccard",
 "shared_references_count": 4,
 "total_union_references": 102,
 "shared_sample": [
 "https://openalex.org/W2112615110",
 "https://openalex.org/W2962989581",
 "https://openalex.org/W2963120510",
 "https://openalex.org/W2801359717"
 ],
 "corpus_version": "corpus-2026-10-19",
 "min_support": 2
 }
 },
 {
 "target_id": "src_cptsd_mohammadi_2025_iran",
 "target_title": "A network analysis of ICD-11 complex PTSD symptoms in the treatment-seeking population in Iran",
 "target_year": 2025,
 "target_journal": "BMC Psychiatry",
 "target_doi": "10.1186/s12888-024-06444-1",
 "target_pmid": "40038656",
 "type": "bib_coupling",
 "strength": 0.0306,
 "n": 3,
 "status": "computed",
 "evidence": {
 "method": "shared_references_jaccard",
 "shared_references_count": 3,
 "total_union_references": 98,
 "shared_sample": [
 "https://openalex.org/W2112615110",
 "https://openalex.org/W2962989581",
 "https://openalex.org/W2963120510"
 ],
 "corpus_version": "corpus-2026-10-19",
 "min_support": 2
 }
 },
 {
 "target_id": "src_detached_protector_new_14",
 "target_title": "Connecting DSM-5 and ICD-11 trait domains with schema therapy and dialectical behavior therapy constructs",
 "target_year": 2023,
 "target_journal": "Personality and Mental Health",
 "target_doi": "10.1002/pmh.1574",
 "target_pmid": null,
 "type": "bib_coupling",
 "strength": 0.0265,
 "n": 3,
 "status": "computed",
 "evidence": {
 "method": "shared_references_jaccard",
 "shared_references_count": 3,
 "total_union_references": 113,
 "shared_sample": [
 "https://openalex.org/W2911556797",
 "https://openalex.org/W3021073787",
 "https://openalex.org/W2779355268"
 ],
 "corpus_version": "corpus-2026-10-19",
 "min_support": 2
 }
 },
 {
 "target_id": "src_42314953",
 "target_title": "Cerebellar metabolic alterations and childhood physical abuse as biomarkers in bipolar disorder with comorbid borderline personality disorder.",
 "target_year": 2026,
 "target_journal": "Behavioural brain research",
 "target_doi": "10.1016/j.bbr.2026.116338",
 "target_pmid": "42314953",
 "type": "bib_coupling",
 "strength": 0.0235,
 "n": 2,
 "status": "computed",
 "evidence": {
 "method": "shared_references_jaccard",
 "shared_references_count": 2,
 "total_union_references": 85,
 "shared_sample": [
 "https://openalex.org/W2253819710",
 "https://openalex.org/W3041312424"
 ],
 "corpus_version": "corpus-2026-10-19",
 "min_support": 2
 }
 },
 {
 "target_id": "src_42098710",
 "target_title": "Machine learning approaches to distinguish bipolar disorder from borderline personality disorder: a scoping review.",
 "target_year": 2026,
 "target_journal": "BMC psychiatry",
 "target_doi": "10.1186/s12888-026-08111-z",
 "target_pmid": "42098710",
 "type": "bib_coupling",
 "strength": 0.023,
 "n": 2,
 "status": "computed",
 "evidence": {
 "method": "shared_references_jaccard",
 "shared_references_count": 2,
 "total_union_references": 87,
 "shared_sample": [
 "https://openalex.org/W3041312424",
 "https://openalex.org/W4404695358"
 ],
 "corpus_version": "corpus-2026-10-19",
 "min_support": 2
 }
 },
 {
 "target_id": "src_detached_protector_new_11",
 "target_title": "The network structure of schema modes",
 "target_year": 2021,
 "target_journal": "Clinical Psychology & Psychotherapy",
 "target_doi": "10.1002/cpp.2577",
 "target_pmid": null,
 "type": "bib_coupling",
 "strength": 0.023,
 "n": 2,
 "status": "computed",
 "evidence": {
 "method": "shared_references_jaccard",
 "shared_references_count": 2,
 "total_union_references": 87,
 "shared_sample": [
 "https://openalex.org/W2962989581",
 "https://openalex.org/W2112615110"
 ],
 "corpus_version": "corpus-2026-10-19",
 "min_support": 2
 }
 },
 {
 "target_id": "src_detached_protector_new_19",
 "target_title": "Early Maladaptive Schemas and Schema Modes in clinical disorders: A systematic review",
 "target_year": 2023,
 "target_journal": "Psychology and Psychotherapy",
 "target_doi": "10.1111/papt.12465",
 "target_pmid": null,
 "type": "bib_coupling",
 "strength": 0.0135,
 "n": 2,
 "status": "computed",
 "evidence": {
 "method": "shared_references_jaccard",
 "shared_references_count": 2,
 "total_union_references": 148,
 "shared_sample": [
 "https://openalex.org/W3021073787",
 "https://openalex.org/W2292865600"
 ],
 "corpus_version": "corpus-2026-10-19",
 "min_support": 2
 }
 }
 ],
 "cocitation": [],
 "text_similarity": []
 },
 "nodes": [
 {
 "id": "src_41519174",
 "type": "publication",
 "label": "Levels and associations of borderline perso…",
 "full_label": "Levels and associations of borderline personality features and early maladaptive schemas in bipolar disorder: A comparative network analysis of patients with and without severe borderline personality features.",
 "external_id": "PMID:41519174",
 "origin": "local_catalog",
 "status": "approved",
 "url": "/bibliografia/source.php?id=src_41519174"
 },
 {
 "id": "journal:journal-of-affective-disorders",
 "type": "journal",
 "label": "Journal of affective disorders",
 "full_label": "Journal of affective disorders",
 "external_id": "0165-0327",
 "origin": "pubmed_meta",
 "status": "approved",
 "url": "/bibliografia/journal.php?name=Journal%20of%20affective%20disorders"
 },
 {
 "id": "author:myeongkeun-cho",
 "type": "author",
 "label": "Myeongkeun Cho",
 "full_label": "Myeongkeun Cho",
 "external_id": null,
 "origin": "pubmed_meta",
 "status": "approved",
 "url": "/bibliografia/author.php?slug=myeongkeun-cho"
 },
 {
 "id": "author:chanhee-park",
 "type": "author",
 "label": "Chanhee Park",
 "full_label": "Chanhee Park",
 "external_id": null,
 "origin": "pubmed_meta",
 "status": "approved",
 "url": "/bibliografia/author.php?slug=chanhee-park"
 },
 {
 "id": "author:eunbyeol-lee",
 "type": "author",
 "label": "Eunbyeol Lee",
 "full_label": "Eunbyeol Lee",
 "external_id": null,
 "origin": "pubmed_meta",
 "status": "approved",
 "url": "/bibliografia/author.php?slug=eunbyeol-lee"
 },
 {
 "id": "author:c-hyung-keun-park",
 "type": "author",
 "label": "C Hyung Keun Park",
 "full_label": "C Hyung Keun Park",
 "external_id": null,
 "origin": "pubmed_meta",
 "status": "approved",
 "url": "/bibliografia/author.php?slug=c-hyung-keun-park"
 },
 {
 "id": "mesh:D006801",
 "type": "mesh",
 "label": "Humans",
 "full_label": "Humans [D006801] (MeSH)",
 "external_id": "D006801",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Humans#results"
 },
 {
 "id": "mesh:D001714",
 "type": "mesh",
 "label": "Bipolar Disorder",
 "full_label": "Bipolar Disorder [D001714] (Główny temat MeSH)",
 "external_id": "D001714",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Bipolar%20Disorder#results"
 },
 {
 "id": "mesh:D001883",
 "type": "mesh",
 "label": "Borderline Personality Disorder",
 "full_label": "Borderline Personality Disorder [D001883] (Główny temat MeSH)",
 "external_id": "D001883",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Borderline%20Personality%20Disorder#results"
 },
 {
 "id": "mesh:D000328",
 "type": "mesh",
 "label": "Adult",
 "full_label": "Adult [D000328] (MeSH)",
 "external_id": "D000328",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Adult#results"
 },
 {
 "id": "mesh:D005260",
 "type": "mesh",
 "label": "Female",
 "full_label": "Female [D005260] (MeSH)",
 "external_id": "D005260",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Female#results"
 },
 {
 "id": "mesh:D008875",
 "type": "mesh",
 "label": "Middle Aged",
 "full_label": "Middle Aged [D008875] (MeSH)",
 "external_id": "D008875",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Middle%20Aged#results"
 },
 {
 "id": "mesh:D008297",
 "type": "mesh",
 "label": "Male",
 "full_label": "Male [D008297] (MeSH)",
 "external_id": "D008297",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Male#results"
 },
 {
 "id": "mesh:D000293",
 "type": "mesh",
 "label": "Adolescent",
 "full_label": "Adolescent [D000293] (MeSH)",
 "external_id": "D000293",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Adolescent#results"
 },
 {
 "id": "mesh:D000223",
 "type": "mesh",
 "label": "Adaptation, Psychological",
 "full_label": "Adaptation, Psychological [D000223] (Główny temat MeSH)",
 "external_id": "D000223",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Adaptation%2C%20Psychological#results"
 },
 {
 "id": "mesh:D055815",
 "type": "mesh",
 "label": "Young Adult",
 "full_label": "Young Adult [D055815] (MeSH)",
 "external_id": "D055815",
 "origin": "pubmed_mesh",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Young%20Adult#results"
 },
 {
 "id": "keyword:bipolar-disorder",
 "type": "keyword",
 "label": "Bipolar disorder",
 "full_label": "Bipolar disorder (Słowo kluczowe autora w PubMed)",
 "external_id": null,
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Bipolar%20disorder#results"
 },
 {
 "id": "keyword:borderline-personality-feature",
 "type": "keyword",
 "label": "Borderline personality feature",
 "full_label": "Borderline personality feature (Słowo kluczowe autora w PubMed)",
 "external_id": null,
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Borderline%20personality%20feature#results"
 },
 {
 "id": "keyword:early-maladaptive-schema",
 "type": "keyword",
 "label": "Early maladaptive schema",
 "full_label": "Early maladaptive schema (Słowo kluczowe autora w PubMed)",
 "external_id": null,
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Early%20maladaptive%20schema#results"
 },
 {
 "id": "keyword:network-analysis",
 "type": "keyword",
 "label": "Network analysis",
 "full_label": "Network analysis (Słowo kluczowe autora w PubMed)",
 "external_id": null,
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "url": "/bibliografia/index.php?q=Network%20analysis#results"
 },
 {
 "id": "similar:src_quiet_bpd_new_16",
 "type": "similar",
 "label": "Shame in Borderline Personality D…",
 "full_label": "Shame in Borderline Personality Disorder: Meta-Analysis (Podobieństwo: 55%)",
 "external_id": "src_quiet_bpd_new_16",
 "origin": "local_hybrid_similarity",
 "status": "candidate",
 "url": "/bibliografia/source.php?id=src_quiet_bpd_new_16"
 },
 {
 "id": "similar:src_bpd_symptoms_new_18",
 "type": "similar",
 "label": "Longitudinal dynamics between the…",
 "full_label": "Longitudinal dynamics between the central nodes in the symptoms network of borderline personality disorder: An intraindividual network analysis (Podobieństwo: 52%)",
 "external_id": "src_bpd_symptoms_new_18",
 "origin": "local_hybrid_similarity",
 "status": "candidate",
 "url": "/bibliografia/source.php?id=src_bpd_symptoms_new_18"
 },
 {
 "id": "similar:src_41745062",
 "type": "similar",
 "label": "A Network Analysis of Inner Stren…",
 "full_label": "A Network Analysis of Inner Strength Among University Students with Borderline Personality Disorder Symptoms. (Podobieństwo: 48%)",
 "external_id": "src_41745062",
 "origin": "local_hybrid_similarity",
 "status": "candidate",
 "url": "/bibliografia/source.php?id=src_41745062"
 }
 ],
 "links": [
 {
 "source": "src_41519174",
 "target": "journal:journal-of-affective-disorders",
 "relation": "published_in",
 "weight": 1,
 "origin": "pubmed_meta",
 "status": "approved"
 },
 {
 "source": "author:myeongkeun-cho",
 "target": "src_41519174",
 "relation": "author_of",
 "weight": 1,
 "origin": "pubmed_meta",
 "status": "approved",
 "position": 1
 },
 {
 "source": "author:chanhee-park",
 "target": "src_41519174",
 "relation": "author_of",
 "weight": 1,
 "origin": "pubmed_meta",
 "status": "approved",
 "position": 2
 },
 {
 "source": "author:eunbyeol-lee",
 "target": "src_41519174",
 "relation": "author_of",
 "weight": 1,
 "origin": "pubmed_meta",
 "status": "approved",
 "position": 3
 },
 {
 "source": "author:c-hyung-keun-park",
 "target": "src_41519174",
 "relation": "author_of",
 "weight": 1,
 "origin": "pubmed_meta",
 "status": "approved",
 "position": 4
 },
 {
 "source": "src_41519174",
 "target": "mesh:D006801",
 "relation": "about_mesh",
 "weight": 0.55,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D001714",
 "relation": "about_mesh",
 "weight": 1,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D001883",
 "relation": "about_mesh",
 "weight": 1,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D000328",
 "relation": "about_mesh",
 "weight": 0.55,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D005260",
 "relation": "about_mesh",
 "weight": 0.55,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D008875",
 "relation": "about_mesh",
 "weight": 0.55,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D008297",
 "relation": "about_mesh",
 "weight": 0.55,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D000293",
 "relation": "about_mesh",
 "weight": 0.55,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D000223",
 "relation": "about_mesh",
 "weight": 1,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "mesh:D055815",
 "relation": "about_mesh",
 "weight": 0.55,
 "origin": "pubmed_mesh",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "keyword:bipolar-disorder",
 "relation": "about_keyword",
 "weight": 0.75,
 "origin": "pubmed_author_keyword",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "keyword:borderline-personality-feature",
 "relation": "about_keyword",
 "weight": 0.75,
 "origin": "pubmed_author_keyword",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "keyword:early-maladaptive-schema",
 "relation": "about_keyword",
 "weight": 0.75,
 "origin": "pubmed_author_keyword",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "keyword:network-analysis",
 "relation": "about_keyword",
 "weight": 0.75,
 "origin": "pubmed_author_keyword",
 "status": "approved"
 },
 {
 "source": "src_41519174",
 "target": "similar:src_quiet_bpd_new_16",
 "relation": "similar_to",
 "weight": 0.546,
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source": "src_41519174",
 "target": "similar:src_bpd_symptoms_new_18",
 "relation": "similar_to",
 "weight": 0.517,
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source": "src_41519174",
 "target": "similar:src_41745062",
 "relation": "similar_to",
 "weight": 0.483,
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 }
 ],
 "mesh_descriptors": [
 {
 "id": "mesh:D006801",
 "ui": "D006801",
 "name": "Humans",
 "major": false,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 0.55
 },
 {
 "id": "mesh:D001714",
 "ui": "D001714",
 "name": "Bipolar Disorder",
 "major": true,
 "qualifiers": [
 "psychology",
 "diagnosis"
 ],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 1
 },
 {
 "id": "mesh:D001883",
 "ui": "D001883",
 "name": "Borderline Personality Disorder",
 "major": true,
 "qualifiers": [
 "psychology",
 "diagnosis"
 ],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 1
 },
 {
 "id": "mesh:D000328",
 "ui": "D000328",
 "name": "Adult",
 "major": false,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 0.55
 },
 {
 "id": "mesh:D005260",
 "ui": "D005260",
 "name": "Female",
 "major": false,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 0.55
 },
 {
 "id": "mesh:D008875",
 "ui": "D008875",
 "name": "Middle Aged",
 "major": false,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 0.55
 },
 {
 "id": "mesh:D008297",
 "ui": "D008297",
 "name": "Male",
 "major": false,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 0.55
 },
 {
 "id": "mesh:D000293",
 "ui": "D000293",
 "name": "Adolescent",
 "major": false,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 0.55
 },
 {
 "id": "mesh:D000223",
 "ui": "D000223",
 "name": "Adaptation, Psychological",
 "major": true,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 1
 },
 {
 "id": "mesh:D055815",
 "ui": "D055815",
 "name": "Young Adult",
 "major": false,
 "qualifiers": [],
 "origin": "pubmed_mesh",
 "status": "approved",
 "weight": 0.55
 }
 ],
 "author_keywords": [
 {
 "id": "keyword:bipolar-disorder",
 "label": "Bipolar disorder",
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "weight": 0.75
 },
 {
 "id": "keyword:borderline-personality-feature",
 "label": "Borderline personality feature",
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "weight": 0.75
 },
 {
 "id": "keyword:early-maladaptive-schema",
 "label": "Early maladaptive schema",
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "weight": 0.75
 },
 {
 "id": "keyword:network-analysis",
 "label": "Network analysis",
 "origin": "pubmed_author_keyword",
 "status": "approved",
 "weight": 0.75
 }
 ],
 "candidate_keywords": [
 {
 "phrase": "levels",
 "score": 13.2,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "bipolar disorder",
 "score": 12.76,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "bipolar",
 "score": 11,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "disorder",
 "score": 11,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "borderline personality",
 "score": 9.57,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "personality features",
 "score": 9.57,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "borderline personality features",
 "score": 9.57,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "features",
 "score": 8.8,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "group",
 "score": 7,
 "in_title": false,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "borderline",
 "score": 6.6,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "personality",
 "score": 6.6,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "schemas",
 "score": 6.6,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "severe",
 "score": 6.6,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "early maladaptive",
 "score": 6.38,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "maladaptive schemas",
 "score": 6.38,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "early maladaptive schemas",
 "score": 6.38,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "bpf group",
 "score": 5.8,
 "in_title": false,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 },
 {
 "phrase": "associations",
 "score": 4.4,
 "in_title": true,
 "origin": "derived_tfidf_ngram",
 "status": "candidate"
 }
 ],
 "hybrid_similar": [
 {
 "source_id": "src_quiet_bpd_new_16",
 "title": "Shame in Borderline Personality Disorder: Meta-Analysis",
 "journal": "Journal of Personality Disorders",
 "year": "2021",
 "doi": "10.1521/pedi_2021_35_515",
 "pmid": "",
 "score": 0.546,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "analysis",
 "shame"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder, shame",
 "wspólne terminy (5): borderline, personality, disorder, analysis"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_bpd_symptoms_new_18",
 "title": "Longitudinal dynamics between the central nodes in the symptoms network of borderline personality disorder: An intraindividual network analysis",
 "journal": "Journal of Affective Disorders",
 "year": "2025",
 "doi": "10.1016/j.jad.2024.12.005",
 "pmid": "",
 "score": 0.517,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "network",
 "analysis"
 ],
 "same_journal": true,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder, network analysis",
 "wspólne terminy (5): borderline, personality, disorder, network",
 "to samo czasopismo (Journal of affective disorders)"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_41745062",
 "title": "A Network Analysis of Inner Strength Among University Students with Borderline Personality Disorder Symptoms.",
 "journal": "European journal of investigation in health, psychology and education",
 "year": "2026",
 "doi": "10.3390/ejihpe16020019",
 "pmid": "41745062",
 "score": 0.483,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "network",
 "analysis"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder, network analysis",
 "wspólne terminy (6): borderline, personality, disorder, network"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_bpd_symptoms_new_34",
 "title": "Self-Harming and Sense of Agency in Patients With Borderline Personality Disorder",
 "journal": "Frontiers in Psychiatry",
 "year": "2020",
 "doi": "10.3389/fpsyt.2020.00449",
 "pmid": "",
 "score": 0.456,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "self"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder, self-harm",
 "wspólne terminy (4): borderline, personality, disorder, self"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_quiet_bpd_new_19",
 "title": "Shame as a Prospective Predictor of Self-Inflicted Injury in Borderline Personality Disorder: A Multi-modal Analysis",
 "journal": "Behaviour Research and Therapy",
 "year": "2009",
 "doi": "10.1016/j.brat.2009.06.008",
 "pmid": "",
 "score": 0.448,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "analysis",
 "shame"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder, shame",
 "wspólne terminy (6): borderline, personality, disorder, analysis"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_quiet_bpd_new_21",
 "title": "Borderline Personality Disorder and Self-Conscious Affect: Too Much Shame But Not Enough Guilt?",
 "journal": "Personality Disorders: Theory, Research, and Treatment",
 "year": "2016",
 "doi": "10.1037/per0000176",
 "pmid": "",
 "score": 0.442,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "shame",
 "self"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder, shame",
 "wspólne terminy (5): borderline, personality, disorder, shame"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_quiet_bpd_new_18",
 "title": "The 16-Year Course of Shame and Its Risk Factors in Patients with Borderline Personality Disorder",
 "journal": "Personality and Mental Health",
 "year": "2014",
 "doi": "10.1002/pmh.1258",
 "pmid": "",
 "score": 0.433,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "shame"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder, shame",
 "wspólne terminy (4): borderline, personality, disorder, shame"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_41431226",
 "title": "The Interplay of Borderline Personality Features, Emotion Regulation and Parenting Styles in Early Adulthood: Insights From Network Analysis.",
 "journal": "International journal of psychology : Journal international de psychologie",
 "year": "2026",
 "doi": "10.1002/ijop.70156",
 "pmid": "41431226",
 "score": 0.433,
 "shared_terms": [
 "borderline",
 "personality",
 "features",
 "early",
 "network"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality feature, network analysis",
 "wspólne terminy (6): borderline, personality, features, early"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_bpd_symptoms_new_01",
 "title": "Characterizing affective instability in borderline personality disorder",
 "journal": "American Journal of Psychiatry",
 "year": "2002",
 "doi": "10.1176/appi.ajp.159.5.784",
 "pmid": "",
 "score": 0.429,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "affective",
 "instability"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder",
 "wspólne terminy (5): borderline, personality, disorder, affective"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 },
 {
 "source_id": "src_bpd_types_new_16",
 "title": "Patterns of interpersonal problems in borderline personality disorder",
 "journal": "Journal of Nervous and Mental Disease",
 "year": "2013",
 "doi": "10.1097/nmd.0b013e3182532b59",
 "pmid": "",
 "score": 0.429,
 "shared_terms": [
 "borderline",
 "personality",
 "disorder",
 "patterns",
 "problems"
 ],
 "same_journal": false,
 "shared_authors_count": 0,
 "reasons": [
 "wspólne pojęcia: borderline personality disorder",
 "wspólne terminy (5): borderline, personality, disorder, patterns"
 ],
 "origin": "local_hybrid_similarity",
 "status": "candidate"
 }
 ],
 "corpus_correlations": {
 "total_docs": 959,
 "pairs": [
 {
 "term_a": "Group Therapy / Grupowa",
 "term_b": "Schema Therapy / Schematy",
 "count_a": 37,
 "count_b": 50,
 "co_occurrences": 6,
 "p_ab_percent": 0.63,
 "lift": 3.11,
 "interpretation": "Współwystępuje częściej niż losowo (Lift > 1)"
 },
 {
 "term_a": "Borderline (BPD)",
 "term_b": "Shame / Wstyd",
 "count_a": 352,
 "count_b": 15,
 "co_occurrences": 10,
 "p_ab_percent": 1.04,
 "lift": 1.82,
 "interpretation": "Współwystępuje częściej niż losowo (Lift > 1)"
 },
 {
 "term_a": "Borderline (BPD)",
 "term_b": "Emotion Regulation / Emocje",
 "count_a": 352,
 "count_b": 167,
 "co_occurrences": 78,
 "p_ab_percent": 8.13,
 "lift": 1.27,
 "interpretation": "Współwystępuje częściej niż losowo (Lift > 1)"
 },
 {
 "term_a": "Borderline (BPD)",
 "term_b": "Schema Therapy / Schematy",
 "count_a": 352,
 "count_b": 50,
 "co_occurrences": 21,
 "p_ab_percent": 2.19,
 "lift": 1.14,
 "interpretation": "Zbliżone do rozkładu niezależnego"
 },
 {
 "term_a": "Group Therapy / Grupowa",
 "term_b": "Emotion Regulation / Emocje",
 "count_a": 37,
 "count_b": 167,
 "co_occurrences": 5,
 "p_ab_percent": 0.52,
 "lift": 0.78,
 "interpretation": "Występuje w odrębnych podzbiorach korpusu"
 },
 {
 "term_a": "Borderline (BPD)",
 "term_b": "Group Therapy / Grupowa",
 "count_a": 352,
 "count_b": 37,
 "co_occurrences": 10,
 "p_ab_percent": 1.04,
 "lift": 0.74,
 "interpretation": "Występuje w odrębnych podzbiorach korpusu"
 }
 ]
 }
}