{"id":"W3022151048","doi":"10.1016/j.jad.2020.03.133","title":"Depression symptoms’ impact on personality disorder treatment: Depression symptoms amplifying the interpersonal benefits of negative-affect expression","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Affect (linguistics); Interpersonal communication; Depression (economics); Psychology; Context (archaeology); Personality; Clinical psychology; Interpersonal relationship; Personality disorders; Psychiatry; Association (psychology); Psychotherapist; 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":[0.0003926202,0.0001490313,0.0002450099,0.00009908713,0.0002730307,0.0004864253,0.0001344797,0.0003203429,0.00450686],"category_scores_gemma":[0.001992277,0.0001167605,0.000269091,0.0001082983,0.0001820245,0.0002386357,0.0002885014,0.0005529575,0.0001622191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414072,"about_ca_system_score_gemma":0.0003117468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214665,"about_ca_topic_score_gemma":0.003610983,"domain_scores_codex":[0.9997662,0.0001094988,0.00001177848,0.00001883247,0.00004604156,0.00004772563],"domain_scores_gemma":[0.999477,0.000213641,0.0001043689,0.0000264196,0.00003652538,0.0001420682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.036639,0.01167875,0.5425918,0.0005178791,0.001565392,0.001250039,0.002422286,0.001445959,0.1189562,0.0008682513,0.002231364,0.2798332],"study_design_scores_gemma":[0.0001467295,0.001784684,0.9955497,0.00001247505,0.0001210848,0.0001120857,0.0002783869,0.000286591,0.001061472,0.0001037344,0.0005372397,0.000005809966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964955,0.0001627309,0.000038483,0.000143599,0.00001419485,0.0000114459,0.00002528267,0.000002337154,0.003106364],"genre_scores_gemma":[0.9993508,0.00005676177,0.00005616268,0.00004596576,0.000008200775,0.000004345288,0.00002470021,0.000001128348,0.0004518739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00450686,"threshold_uncertainty_score":0.01507694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332388577874199,"score_gpt":0.3346259178355354,"score_spread":0.3113020320567934,"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."}}