{"id":"W2912512829","doi":"10.1016/b978-0-12-813521-1.00018-7","title":"Emotion-Based Case Formulation for Personality Disorders","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Conceptualization; Psychology; Psychotherapist; Psychological intervention; Emotional distress; Process (computing); Intervention (counseling); Cognitive psychology; Meaning (existential); Computer science; Artificial intelligence; Anxiety; Psychiatry","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":[0.0004529014,0.0004231042,0.0001912826,0.0006274729,0.000478906,0.001142639,0.0008319332,0.001211578,0.03020122],"category_scores_gemma":[0.001161906,0.0001327138,0.0003606198,0.0003593841,0.0009981033,0.001034071,0.0008031194,0.001477259,0.0021912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167643,"about_ca_system_score_gemma":0.0007054631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007527489,"about_ca_topic_score_gemma":0.001811189,"domain_scores_codex":[0.9998331,0.00007765793,0.00001543366,0.00001361003,0.00004422052,0.00001596422],"domain_scores_gemma":[0.999727,0.0001885816,0.00001372326,0.00001780951,0.00002939054,0.00002348993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005329555,0.0001930632,0.0006377082,0.0004059352,0.00001278238,0.00709048,0.001625943,0.002280219,0.001758232,0.4886386,0.1122048,0.3850989],"study_design_scores_gemma":[0.0000353379,0.00008203115,0.002358877,0.0009977041,0.0000239002,0.02307449,0.002320106,0.006150299,0.0007310967,0.4680115,0.4961895,0.00002523244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01166144,0.01675573,0.2004213,0.01756624,0.003654721,0.0007733322,0.0003413848,0.0002660429,0.7485597],"genre_scores_gemma":[0.2300395,0.02390178,0.2837051,0.004580211,0.001649738,0.001566541,0.0009468741,0.0001791182,0.4534311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03020122,"threshold_uncertainty_score":0.1010332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132103391187793,"score_gpt":0.32969370651689,"score_spread":0.298372672605012,"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."}}