{"id":"W2140239886","doi":"10.1017/s0033291708003073","title":"Is alexithymia a personality trait increasing the risk of depression? A prospective study evaluating alexithymia before, during and after a depressive episode","year":2008,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Depression (economics); Psychology; Toronto Alexithymia Scale; Psychiatry; Personality; Anxiety; Clinical psychology; Hospital Anxiety and Depression Scale; Prospective cohort study; Medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007839846,0.0003620302,0.0007869645,0.00009818633,0.0003400451,0.0000076194,0.00016871,0.0001282429,0.0005609206],"category_scores_gemma":[0.0009643404,0.0001764391,0.0001424567,0.0003339103,0.0008387019,0.00007358084,0.000087707,0.0004447361,0.000005194797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004566793,"about_ca_system_score_gemma":0.00001213365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005684111,"about_ca_topic_score_gemma":0.00003614529,"domain_scores_codex":[0.9970539,0.0004519366,0.0006347982,0.0007394623,0.0007417229,0.0003781834],"domain_scores_gemma":[0.9982946,0.0003570812,0.0003731699,0.0006093067,0.0001302491,0.0002356274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003088058,0.001755911,0.9729608,0.00007979327,0.0005523243,0.0001713154,0.01813906,3.601969e-7,0.0003076796,0.000005845262,0.00004084667,0.002898045],"study_design_scores_gemma":[0.01173385,0.003840961,0.9771593,0.001433911,0.0005213595,0.000784807,0.002368852,0.0001082237,0.00005133548,0.001844781,0.000002182156,0.0001504814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923864,0.001833639,0.00005022209,0.0007078627,0.0000823442,0.002087267,0.00002693968,0.00005499781,0.002770339],"genre_scores_gemma":[0.9979088,0.0001542499,0.0007013069,0.0005088309,0.0001634457,0.0004100951,0.000004321575,0.00002737704,0.0001215583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577021,"threshold_uncertainty_score":0.7194977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03895217863431542,"score_gpt":0.3557203762795387,"score_spread":0.3167681976452232,"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."}}