{"id":"W1999544247","doi":"10.1016/s0022-3999(99)00083-5","title":"Depression is strongly associated with alexithymia in the general population","year":2000,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":658,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Beck Depression Inventory; Depression (economics); Psychology; Confounding; Population; Clinical psychology; Psychiatry; Logistic regression; Medicine; Internal medicine; Anxiety","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":[0.0002713261,0.0002130482,0.0004825555,0.0006884922,0.0004064927,0.0006339726,0.0001957269,0.0004467975,0.001809953],"category_scores_gemma":[0.002057459,0.0002707782,0.0003952566,0.0009104732,0.0003773034,0.0002422742,0.0003119795,0.0005536571,0.0001902897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431999,"about_ca_system_score_gemma":0.0001642342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908934,"about_ca_topic_score_gemma":0.005796046,"domain_scores_codex":[0.9995473,0.0001778636,0.00004557949,0.00007838311,0.00008360533,0.00006711653],"domain_scores_gemma":[0.9987946,0.0003018921,0.0005227402,0.0000773498,0.0001090261,0.0001944479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000140522,0.00002336622,0.9976881,0.000008716178,0.00008819481,0.000188679,0.00003439181,0.000008799188,0.0003256004,0.00001104649,0.00005889396,0.001423733],"study_design_scores_gemma":[0.000002731727,0.00003383328,0.9995671,0.000001535886,0.00001893375,0.0002690707,0.00003896996,0.00001891545,0.00001020459,0.00001268354,0.00002499415,0.000001068761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982736,0.0005332148,0.0000557202,0.0000976103,0.00001553468,0.000004277318,0.00008917847,0.000003013507,0.0009277017],"genre_scores_gemma":[0.9995117,0.0002251102,0.00003205679,0.0000309015,0.00001906179,0.000001439902,0.00007965845,8.082989e-7,0.000099221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003908934,"threshold_uncertainty_score":0.007772386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05541971652028653,"score_gpt":0.3988368157538371,"score_spread":0.3434170992335506,"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."}}