{"id":"W4294202753","doi":"10.1192/j.eurpsy.2022.1168","title":"Dimensions of alexithymia and their links to anxiety and depression","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Psychology; Clinical psychology; Psychiatry; Internal medicine; Medicine","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":[0.000412925,0.0002344112,0.0001845031,0.001117263,0.0002738485,0.0005717267,0.0001511888,0.0001702635,0.002317395],"category_scores_gemma":[0.001871881,0.0001036113,0.0002537489,0.0007056271,0.0004009629,0.0002276614,0.0005081996,0.0003140715,0.00008865687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010822,"about_ca_system_score_gemma":0.0002155487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351868,"about_ca_topic_score_gemma":0.002974986,"domain_scores_codex":[0.9996092,0.0001194757,0.00005236864,0.00004273178,0.00009293854,0.0000833598],"domain_scores_gemma":[0.998754,0.0002988486,0.0006663755,0.00003003892,0.0001154432,0.0001352323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006345083,0.00002887474,0.984717,0.00004628679,0.00008687311,0.0001911696,0.000191783,0.0000662769,0.0005339702,0.0001125663,0.000100152,0.01386165],"study_design_scores_gemma":[0.000001781135,0.00002826059,0.9988539,0.00001563342,0.00001034403,0.0005849222,0.0001559147,0.00006906457,0.00003112179,0.0001148531,0.0001323718,0.000001853368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996919,0.001016894,0.0001795264,0.0001180098,0.000007456113,0.00001508483,0.0001284491,0.000005393647,0.001610219],"genre_scores_gemma":[0.9994425,0.0002409969,0.0001576185,0.000009808701,0.000006912811,0.000004728887,0.00005755868,4.501009e-7,0.00007929936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002351868,"threshold_uncertainty_score":0.007752478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00944366306927329,"score_gpt":0.2415329638684685,"score_spread":0.2320893007991952,"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."}}