{"id":"W3134256051","doi":"","title":"Lessons Learned: Virtual DBT from Therapist and Client Perspectives","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Academy of Child and Adolescent Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Psychology; Dialectical behavior therapy; Psychotherapist; Medical education; Nursing; Medicine; Borderline personality disorder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597372,0.0001393901,0.0002545691,0.00009855792,0.0001966837,0.00004166644,0.00030999,0.0001227324,0.0001053719],"category_scores_gemma":[0.00002368456,0.0001039174,0.0001790499,0.0001156442,0.0002277938,0.0001081668,0.00004274358,0.00079742,0.000007096887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007064915,"about_ca_system_score_gemma":0.0001306219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884781,"about_ca_topic_score_gemma":0.001113025,"domain_scores_codex":[0.9987921,0.0001116752,0.0004747158,0.0001994527,0.0001893589,0.0002327257],"domain_scores_gemma":[0.9988488,0.00002075718,0.0004052224,0.00008562684,0.0000236144,0.0006160012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001174436,0.001395013,0.06423455,0.0003606446,0.001168842,0.0000123055,0.009779897,0.0000178914,0.0001192584,0.3271268,0.5089021,0.08570828],"study_design_scores_gemma":[0.002376463,0.0006768929,0.7474988,0.001952789,0.0001283158,0.0001407462,0.008391953,0.000009389937,0.00007703657,0.01026964,0.2282035,0.0002744944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2041426,0.01429308,0.00000675632,0.7775897,0.001045194,0.0001503094,0.0001806618,0.00000524741,0.002586536],"genre_scores_gemma":[0.9592844,0.0002346349,0.00004988674,0.03967367,0.0005876718,6.929987e-7,7.156466e-7,0.00001611301,0.0001521885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7551419,"threshold_uncertainty_score":0.4237629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964234765246887,"score_gpt":0.336977373488502,"score_spread":0.2973350258360332,"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."}}