{"id":"W4407829018","doi":"10.1002/pmh.70013","title":"Communication Between Individuals With Borderline Personality Disorder and Their Partners","year":2025,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; York University","funders":"American Foundation for Suicide Prevention","keywords":"Borderline personality disorder; Psychology; Constructive; Intervention (counseling); Coding (social sciences); Interpersonal communication; Personality; Clinical psychology; Sadistic personality disorder; Social psychology; Personality disorders; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001658405,0.0001691649,0.0002115654,0.0008163331,0.001400891,0.00124771,0.0002287676,0.0003189928,0.001337325],"category_scores_gemma":[0.01365851,0.0001713552,0.0001330893,0.0005083299,0.0005464902,0.0005581162,0.001399356,0.0005174902,0.0001951003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717995,"about_ca_system_score_gemma":0.0004636695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589198,"about_ca_topic_score_gemma":0.003011076,"domain_scores_codex":[0.997974,0.001348241,0.0001432721,0.0001021478,0.0002946149,0.0001378622],"domain_scores_gemma":[0.9957061,0.002046855,0.001312778,0.0001890983,0.0003774607,0.0003676168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004056197,0.00009738118,0.7624784,0.0001616462,0.00006330929,0.00197495,0.1749525,0.0001159937,0.002618273,0.0004172527,0.0009520218,0.05576264],"study_design_scores_gemma":[0.00002272382,0.0003917525,0.7233418,0.0001760971,0.00006429816,0.008804418,0.2594082,0.0006398427,0.001169732,0.001095506,0.004831864,0.00005380522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985133,0.0002081308,0.000179225,0.00009714409,0.00000698734,0.00001351391,0.00002662731,0.000003777989,0.000951283],"genre_scores_gemma":[0.999092,0.0002012773,0.0003110608,0.00004801505,0.000005256212,0.00001713008,0.00003797104,0.000001695761,0.0002855764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002589198,"threshold_uncertainty_score":0.008770585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781154422982801,"score_gpt":0.3921659483123325,"score_spread":0.3543544040825045,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}