{"id":"W4212800597","doi":"10.1192/j.eurpsy.2021.670","title":"Alexithymia among patients with unexplained physical symptoms","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Psychopathology; Psychiatry; Clinical psychology; Biopsychosocial model; Toronto Alexithymia Scale; Population; Patient Health Questionnaire; Medicine; Distress; Generalized anxiety disorder; Psychology; Depressive symptoms","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":[0.0001379204,0.0001698907,0.0002207934,0.0004165467,0.0003158787,0.000363937,0.0001123665,0.0002366145,0.003568238],"category_scores_gemma":[0.001093561,0.0001223118,0.0001548862,0.0003410577,0.0002480314,0.0002224789,0.0002888352,0.0002647217,0.0002385776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029618,"about_ca_system_score_gemma":0.0001382921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007883218,"about_ca_topic_score_gemma":0.001093858,"domain_scores_codex":[0.9998519,0.00002967429,0.00001428069,0.00002901682,0.00003224966,0.00004272397],"domain_scores_gemma":[0.9996396,0.00007442865,0.0001758217,0.00001139807,0.00002128739,0.00007737296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004873661,0.00001974654,0.9963816,0.00001179822,0.00001382746,0.0005631003,0.0001099744,0.00001910722,0.0004151239,0.00001223063,0.0001317278,0.002272887],"study_design_scores_gemma":[0.00000564691,0.00009214434,0.9961964,0.000006772861,0.000008304401,0.003263815,0.0001768111,0.00005784906,0.00004136285,0.0000238011,0.0001253366,0.000001818565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989742,0.0001816885,0.00004466623,0.00005210967,0.000006365954,0.000008301613,0.00008199675,0.000003275994,0.000647429],"genre_scores_gemma":[0.99975,0.00006010389,0.00002548665,0.00001670303,0.000008624864,0.000002944302,0.00006867438,3.136838e-7,0.00006719797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003568238,"threshold_uncertainty_score":0.0119369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004293456635441458,"score_gpt":0.2148013083435645,"score_spread":0.2105078517081231,"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."}}