{"id":"W4228998561","doi":"10.1037/per0000555","title":"Using case formulation for prediction of the therapeutic alliance in treatment for borderline personality disorder.","year":2022,"lang":"en","type":"article","venue":"Personality Disorders Theory Research and Treatment","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Nomothetic and idiographic; Psychotherapist; Psychology; Agreeableness; Clinical psychology; Personality; Alliance; Therapeutic relationship; Personality disorders; Session (web analytics); Big Five personality traits; Social 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":[0.02252084,0.0006480051,0.0005789668,0.003260625,0.0008519767,0.001439083,0.001071948,0.0005625937,0.006721913],"category_scores_gemma":[0.1076623,0.0004869041,0.00165802,0.001845221,0.0006774043,0.001500718,0.001514988,0.001412801,0.0005390279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003166466,"about_ca_system_score_gemma":0.001684073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002365822,"about_ca_topic_score_gemma":0.004586693,"domain_scores_codex":[0.9816112,0.01495195,0.001001747,0.0007457131,0.001555764,0.0001335484],"domain_scores_gemma":[0.9252183,0.06116614,0.008614353,0.002494836,0.002052012,0.0004543314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002977363,0.001652924,0.3852151,0.001449354,0.001100674,0.0008083312,0.007052721,0.02722295,0.0008346747,0.03355982,0.01822292,0.5199032],"study_design_scores_gemma":[0.001277895,0.002383219,0.2354705,0.001525376,0.0007157096,0.002087833,0.005339578,0.6570479,0.003123747,0.06771516,0.02306082,0.0002521916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6683329,0.001837389,0.2867513,0.002107761,0.0003094117,0.02022282,0.006352243,0.0006504743,0.01343573],"genre_scores_gemma":[0.7800696,0.0004146596,0.2038708,0.00007675539,0.00003428231,0.01139027,0.002922807,0.00004728545,0.00117351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02252084,"threshold_uncertainty_score":0.119103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935898215159164,"score_gpt":0.4434260756505937,"score_spread":0.2498362541346772,"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."}}