{"id":"W2049916483","doi":"10.1521/pedi.15.2.110.19217","title":"Using DSM Axis II Information to Predict Outcome in Short-term Individual Psychotherapy","year":2001,"lang":"en","type":"article","venue":"Journal of Personality Disorders","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of British Columbia","funders":"","keywords":"Personality disorders; Psychology; Personality; Outcome (game theory); Clinical psychology; Personality pathology; Psychotherapist; Avoidant personality disorder; Psychiatry; Social psychology","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":[0.003265751,0.0004523292,0.0004591617,0.001527891,0.0004528255,0.0006220437,0.0003093896,0.0004263997,0.001250443],"category_scores_gemma":[0.01404795,0.0001626531,0.0004754152,0.0007671681,0.0003268534,0.0005079853,0.000931136,0.000977941,0.0002701552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005173908,"about_ca_system_score_gemma":0.0004493535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629233,"about_ca_topic_score_gemma":0.003835084,"domain_scores_codex":[0.998365,0.0008185814,0.0001720016,0.00008417006,0.0004212205,0.0001390423],"domain_scores_gemma":[0.9899565,0.003418116,0.004099079,0.0003567352,0.001094414,0.001075239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004670359,0.0002341056,0.98988,0.00001759852,0.00006701216,0.00004005816,0.0001956447,0.0002667885,0.000212497,0.00004183763,0.000169878,0.008407596],"study_design_scores_gemma":[0.00002480021,0.0006464064,0.9969546,0.00002109077,0.00003709917,0.0001343601,0.0002353295,0.001376418,0.0001883778,0.0002260659,0.0001482389,0.000007344672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984708,0.0001099304,0.0003699611,0.00007667961,0.00001478021,0.00004204261,0.0001919318,0.000007465056,0.0007163342],"genre_scores_gemma":[0.998626,0.00007586479,0.0005131314,0.00001781164,0.00001887157,0.00007725757,0.00049396,0.000002767455,0.0001743082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003265751,"threshold_uncertainty_score":0.01727116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07012839505706175,"score_gpt":0.3841914520416978,"score_spread":0.314063056984636,"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."}}