{"id":"W4413769589","doi":"10.1002/hsr2.70677","title":"The Silent Burden: Understanding Alexithymia and Its Correlation With University Student Depression, Anxiety, and Stress in a Cross‐Sectional Study","year":2025,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shahrekord University of Medical Sciences; Shahrekord University","keywords":"Alexithymia; Anxiety; Psychology; Cross-sectional study; Depression (economics); Correlation; Clinical psychology; Stress (linguistics); Psychiatry; 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":[0.0007401193,0.00007565222,0.0001169457,0.0001182037,0.000757572,0.00006463846,0.00004141025,0.00002066887,0.000001877838],"category_scores_gemma":[0.00002235822,0.00004777907,0.000008350526,0.0004089827,0.0001712008,0.0001263146,0.00006081629,0.00008332924,1.29047e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437754,"about_ca_system_score_gemma":0.0004316857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002767472,"about_ca_topic_score_gemma":0.0003968175,"domain_scores_codex":[0.9988552,0.00002320407,0.0002147193,0.0003301378,0.0003843912,0.0001922893],"domain_scores_gemma":[0.9995095,0.00003556569,0.0001378164,0.0001554538,0.00004916955,0.0001124517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006941124,0.0001859255,0.9976807,0.00004075431,0.00001311397,0.00005256498,0.001298133,0.00005230396,0.000003871406,0.000264767,0.000007229648,0.0003312155],"study_design_scores_gemma":[0.001003664,0.000168864,0.988237,0.0005341868,0.000007547844,0.0001287885,0.008914976,0.0007049964,0.000003359443,0.0002287025,0.00002934251,0.00003863127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965191,0.0005769362,0.0001289377,0.0004894388,0.0001539555,0.0008730296,9.265223e-7,0.00001294552,0.001244672],"genre_scores_gemma":[0.9993607,0.0003006242,0.00002336312,0.00003456964,0.000005764261,0.000006239591,0.000001178239,0.000002396087,0.0002651065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009443769,"threshold_uncertainty_score":0.5826707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733046898231792,"score_gpt":0.3468227583815964,"score_spread":0.3194922893992785,"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."}}