{"id":"W2017911341","doi":"10.1016/s0022-3999(01)00257-4","title":"Alexithymia and depression","year":2001,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Beck Depression Inventory; Depression (economics); Psychology; Mood; Clinical psychology; Distress; Psychiatry; Population; Rating scale; Hamilton Rating Scale for Depression; Feeling; Major depressive disorder; Medicine; Anxiety; Developmental psychology","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":[0.0001970634,0.0001567767,0.0002544452,0.0008223127,0.0004108558,0.0007001037,0.0002374998,0.0005447642,0.00303273],"category_scores_gemma":[0.001180352,0.000153873,0.0001938661,0.0007671041,0.0004377417,0.000445989,0.0004476227,0.0005976107,0.0002214502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683112,"about_ca_system_score_gemma":0.000291073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169122,"about_ca_topic_score_gemma":0.003090112,"domain_scores_codex":[0.9998032,0.00006300221,0.00002433371,0.00001934764,0.00004902987,0.00004110351],"domain_scores_gemma":[0.9996222,0.0001047193,0.0001418678,0.00001323713,0.00002396637,0.00009390177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147362,0.0003747376,0.9181148,0.0001754124,0.000238786,0.01772707,0.0006571423,0.00009863017,0.002639208,0.003414837,0.001961757,0.05345015],"study_design_scores_gemma":[0.00004958584,0.0001434726,0.9737694,0.00002826941,0.00005234273,0.02253322,0.0004611059,0.0001420167,0.0001047611,0.001372522,0.001332578,0.00001061618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676753,0.012135,0.00007585235,0.001408176,0.00008845469,0.00001859836,0.0001168828,0.00000715348,0.01847444],"genre_scores_gemma":[0.9966909,0.002150031,0.00005326279,0.00009443508,0.00006972809,0.000003757387,0.00007244803,5.675187e-7,0.0008648467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00303273,"threshold_uncertainty_score":0.01014555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0794691648085877,"score_gpt":0.4248948203966027,"score_spread":0.345425655588015,"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."}}