{"id":"W3096810672","doi":"10.7870/cjcmh-2020-013","title":"A Peer-Clinician Approach to the Delivery of Dialectical Behaviour Therapy Targeted to Young Adults in a Community Mental Health Setting","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Dialectical behavior therapy; Psychology; Coping (psychology); Psychotherapist; Peer support; Clinical psychology; Psychiatry; 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":[0.0038431,0.000200325,0.000508962,0.0002720442,0.001194149,0.00003220494,0.001202869,0.00008996247,0.00008796492],"category_scores_gemma":[0.00005071704,0.0001786033,0.000137549,0.0007289932,0.00009841329,0.00006739026,0.00005544533,0.002191561,0.00000780433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006467415,"about_ca_system_score_gemma":0.001168771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2549521,"about_ca_topic_score_gemma":0.2072891,"domain_scores_codex":[0.9946836,0.003307036,0.00101687,0.0001229774,0.0002903641,0.0005791907],"domain_scores_gemma":[0.9971867,0.0001637501,0.0004671249,0.0005722747,0.0001587431,0.001451465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001106538,0.00198982,0.02559134,0.00006807997,0.0001022069,0.000003384647,0.7639454,0.00001387679,0.0001272915,0.0005956643,0.1601627,0.04629374],"study_design_scores_gemma":[0.007374505,0.01612272,0.4973646,0.0007370828,0.00001664458,0.0002983081,0.3523885,0.0001968944,0.0001695928,0.0003298246,0.1242141,0.0007872373],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729606,0.000544008,0.0002923037,0.1228191,0.0002719016,0.001625556,0.0004638142,0.00001680654,0.001005945],"genre_scores_gemma":[0.9650738,0.00007679563,0.001422621,0.03315055,0.00008809535,0.00004841518,0.0000789137,0.00003346747,0.0000273296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4717732,"threshold_uncertainty_score":0.9521364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07967116521979832,"score_gpt":0.3918304603114567,"score_spread":0.3121592950916584,"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."}}