{"id":"W2277203693","doi":"10.7282/t3j966nf","title":"Predicting improvement in cognitive behavioral therapy for somatization disorder: the role of alexithymia","year":2008,"lang":"en","type":"article","venue":"Rutgers University Community Repository (Rutgers University)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Somatization; Psychology; Cognitive behavioral therapy; Cognition; Somatization disorder; Clinical psychology; Cognitive therapy; Psychotherapist; Psychiatry; Mental health","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":[0.001120563,0.0002311564,0.0002981633,0.0002978,0.0001901118,0.0002513753,0.0001932852,0.0002555428,0.0008714114],"category_scores_gemma":[0.003125153,0.0000962956,0.0002330041,0.0001859818,0.00017354,0.0002052694,0.0002568626,0.000481395,0.0001051214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723181,"about_ca_system_score_gemma":0.000252248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910938,"about_ca_topic_score_gemma":0.004217224,"domain_scores_codex":[0.9996194,0.0001536629,0.00003782918,0.00004303403,0.0001066816,0.00003945997],"domain_scores_gemma":[0.9987436,0.0005175222,0.0003942783,0.0000437861,0.00009838915,0.0002024263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00391833,0.002336282,0.9647002,0.00005072391,0.0001209846,0.00003610524,0.0002452468,0.000480503,0.002811033,0.00001724295,0.0001665778,0.02511679],"study_design_scores_gemma":[0.00007993371,0.002597026,0.9960017,0.000005378692,0.00003300289,0.00002799154,0.00005781018,0.0007897327,0.0003359801,0.00001283852,0.0000562117,0.000002407593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995682,0.00005151119,0.00005063931,0.00001842365,0.000002381401,0.00003141072,0.00003263825,0.000002914677,0.000241873],"genre_scores_gemma":[0.9995788,0.00003508068,0.0001450666,0.000008781894,0.000002868207,0.00002743307,0.00007486891,5.75914e-7,0.0001264992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001910938,"threshold_uncertainty_score":0.005926192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204384799886466,"score_gpt":0.2411658358922649,"score_spread":0.2207273559036183,"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."}}