{"id":"W2963826818","doi":"10.1002/capr.12250","title":"Barriers and facilitators affecting the sustainability of dialectical behaviour therapy programmes: A qualitative study of clinician perspectives","year":2019,"lang":"en","type":"article","venue":"Counselling and Psychotherapy Research","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Thunder Bay Regional Health Sciences Centre; Lakehead University","funders":"","keywords":"Mental health; Sustainability; Qualitative research; Burnout; Context (archaeology); Psychology; Dialectical behavior therapy; Nursing; Clinical psychology; Medicine; Psychotherapist; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00862877,0.0002094942,0.0004808833,0.0002095628,0.0002856786,0.00004308846,0.0002717275,0.0001719542,0.0002892551],"category_scores_gemma":[0.00006873436,0.0001499931,0.0001025846,0.0005944218,0.001439641,0.00005306589,0.000005187817,0.0006948684,0.000003415227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001796936,"about_ca_system_score_gemma":0.0000853743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009592163,"about_ca_topic_score_gemma":0.0001650336,"domain_scores_codex":[0.9935237,0.00428284,0.0004718194,0.0007197425,0.0004829564,0.0005189733],"domain_scores_gemma":[0.9955693,0.002952762,0.0001525248,0.000579244,0.0006106638,0.0001355163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002369464,0.0009440072,0.1920784,0.00006134646,0.0002010815,0.000002195695,0.7882653,0.000001036254,0.00009095055,0.002174151,0.00007390681,0.01373808],"study_design_scores_gemma":[0.003035269,0.006206482,0.02346708,0.0000220085,0.00001307925,0.00000476393,0.9506584,0.00001624287,0.000006730414,0.01539449,0.001011058,0.0001643648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868076,0.009407438,0.0002260744,0.0005000028,0.0002107339,0.002469236,0.0000172207,0.000020291,0.0003414045],"genre_scores_gemma":[0.9961621,0.003197662,0.00001622021,0.0000375315,0.00004508733,0.0001651418,0.000001020499,0.00002659721,0.000348635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1686113,"threshold_uncertainty_score":0.6116542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0794285319802185,"score_gpt":0.4963218946123386,"score_spread":0.4168933626321201,"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."}}