{"id":"W4409450374","doi":"10.1080/10503307.2025.2491478","title":"A pilot and feasibility study of Sage: A couple therapy for borderline personality disorder","year":2025,"lang":"en","type":"article","venue":"Psychotherapy Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Metropolitan University; University of Toronto; York University","funders":"American Foundation for Suicide Prevention","keywords":"Borderline personality disorder; Psychotherapist; SAGE; Psychology; Personality; Avoidant personality disorder; Psychoanalysis; Personality disorders; Clinical psychology","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":[0.00640892,0.001148107,0.00150897,0.0009527204,0.002144615,0.0009536285,0.001584587,0.001744185,0.005817841],"category_scores_gemma":[0.005930471,0.0009210829,0.001154491,0.0006092533,0.001701762,0.001290044,0.001383795,0.002896888,0.0009461814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009637461,"about_ca_system_score_gemma":0.004047259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002573793,"about_ca_topic_score_gemma":0.004758982,"domain_scores_codex":[0.995674,0.002622562,0.0002510786,0.0004002558,0.000493535,0.0005586393],"domain_scores_gemma":[0.995965,0.001192269,0.0003316174,0.0005319764,0.0003589206,0.001620217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1270802,0.7551256,0.01414197,0.000896216,0.0003062242,0.0009443202,0.005224903,0.0007565573,0.008614557,0.0004264407,0.001493021,0.08498999],"study_design_scores_gemma":[0.088562,0.8804661,0.02582732,0.00009051918,0.0001152563,0.0002217279,0.001780785,0.0004480057,0.0008714406,0.0002289783,0.001350856,0.00003697394],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740103,0.000134299,0.0008223566,0.0001897902,0.00007551781,0.02341946,0.000306101,0.00004109064,0.001001143],"genre_scores_gemma":[0.9242424,0.0006973557,0.01112527,0.0007762811,0.0002287796,0.06032542,0.000709996,0.0000224818,0.001872049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00640892,"threshold_uncertainty_score":0.033894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1767641040055405,"score_gpt":0.5089462061772273,"score_spread":0.3321821021716868,"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."}}