{"id":"W7018989911","doi":"","title":"Emotion profiles in Dialectical Behaviour Therapy: Early Observations Anticipate Treatment Outcome","year":2023,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borderline personality disorder; Observational study; Dialectical behavior therapy; Set (abstract data type); Randomized controlled trial; Personality; Addiction; Meaning (existential)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002521591,0.000174914,0.0004406672,0.0008596317,0.0008061001,0.001245747,0.0003451611,0.0005098979,0.0008672321],"category_scores_gemma":[0.008824479,0.0002332295,0.0002720903,0.0006133839,0.0003911729,0.0008766844,0.001181329,0.001257759,0.0002864436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147445,"about_ca_system_score_gemma":0.0006355073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519605,"about_ca_topic_score_gemma":0.005828864,"domain_scores_codex":[0.9987704,0.0004608326,0.0000913882,0.0001011812,0.0004015639,0.0001745388],"domain_scores_gemma":[0.9971956,0.0008367525,0.0008250339,0.0001052836,0.0006783257,0.0003590905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001688177,0.0006695138,0.7761684,0.0002350229,0.00007985156,0.0006402579,0.03607494,0.0003789557,0.006614777,0.0008492331,0.001463583,0.1751372],"study_design_scores_gemma":[0.00001028583,0.0003387728,0.9884266,0.00007869938,0.00001816959,0.0002772676,0.00735829,0.0004572369,0.001051571,0.0004990927,0.001461705,0.00002225359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948555,0.0006137862,0.001009084,0.0002835739,0.00001856196,0.00009809365,0.0001730658,0.00002221332,0.002925952],"genre_scores_gemma":[0.9978586,0.0004588717,0.0006887764,0.00003307634,0.000008606175,0.0000733781,0.0001970312,0.000007893314,0.0006737455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003519605,"threshold_uncertainty_score":0.01333559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250251354211528,"score_gpt":0.3522592923280524,"score_spread":0.2272341569068995,"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."}}