{"id":"W1996358861","doi":"10.1159/000119739","title":"Alexithymia and Outcome in Psychotherapy","year":2008,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychopathology; Toronto Alexithymia Scale; Psychodynamic psychotherapy; Symptom Checklist 90; Psychological intervention; Distress; Psychology; Clinical psychology; Internal medicine; Medicine; Psychiatry; Mental health; Somatization","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001493306,0.0003644961,0.0005786262,0.0002586076,0.0001324901,0.00002749481,0.00009737439,0.0001738595,0.0002198855],"category_scores_gemma":[0.000004164305,0.0002974034,0.00009224936,0.000324268,0.000226006,0.0001178822,0.000003039911,0.0002117024,0.00002977179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001547046,"about_ca_system_score_gemma":0.00002564657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002350963,"about_ca_topic_score_gemma":0.00002495074,"domain_scores_codex":[0.9982204,0.00004877415,0.0006034132,0.0004807131,0.0002578547,0.0003887879],"domain_scores_gemma":[0.9990272,0.0000743634,0.0001276948,0.0004950928,0.00002382684,0.0002518541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005891594,0.001080996,0.9778197,0.0001761603,0.0001732351,0.00004653901,0.004783208,2.139579e-7,0.0002917791,0.002249146,0.001006663,0.01178317],"study_design_scores_gemma":[0.01472775,0.0007448659,0.9193256,0.0008986877,0.00002716077,0.000768852,0.0002102654,0.0003243999,0.00003345087,0.04751563,0.01494565,0.0004776377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783569,0.00598042,0.001045159,0.003014713,0.0003126039,0.0007472711,0.000008574887,0.00008979807,0.01044457],"genre_scores_gemma":[0.8029552,0.1468408,0.03448456,0.01101757,0.0002564478,0.0002237439,0.0000229199,0.0001993198,0.003999393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754017,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824225589349685,"score_gpt":0.3206259725949372,"score_spread":0.2823837167014404,"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."}}