{"id":"W4309788005","doi":"10.3390/ijerph192215264","title":"Prevalence and Relationships between Alexithymia, Anhedonia, Depression and Anxiety during the Belgian COVID-19 Pandemic Lockdown","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anhedonia; Alexithymia; Anxiety; Beck Depression Inventory; Depression (economics); Psychology; Clinical psychology; Psychiatry; Toronto Alexithymia Scale; Beck Anxiety Inventory; Population; Medicine; Schizophrenia (object-oriented programming)","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":[0.000234531,0.0001232356,0.0002120024,0.0007262674,0.0003230731,0.0004089785,0.0001212749,0.0002187231,0.000900403],"category_scores_gemma":[0.0008888278,0.0001171869,0.0002330476,0.0006213014,0.0002996849,0.0001492345,0.0003068065,0.0003620152,0.00008459151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528778,"about_ca_system_score_gemma":0.0002842417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03960644,"about_ca_topic_score_gemma":0.05811297,"domain_scores_codex":[0.999774,0.00005070503,0.00001797251,0.00003569729,0.00004344773,0.0000780132],"domain_scores_gemma":[0.9995223,0.00005596479,0.0002196912,0.00001671485,0.00005257386,0.0001326935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232735,0.00003037695,0.9957134,0.000009524136,0.00002506446,0.0001313373,0.0002665874,0.00004506602,0.0004431615,0.00001493555,0.0001124128,0.003084896],"study_design_scores_gemma":[9.463612e-7,0.00002898049,0.9996628,0.000002188486,0.000002447755,0.00009674077,0.0001194849,0.00002131158,0.00001196322,0.000001687614,0.00005020123,0.000001240042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995717,0.0001212467,0.0000130968,0.00001468911,0.000002160018,0.000003114486,0.00007656209,0.000001102079,0.0001964003],"genre_scores_gemma":[0.9997007,0.00007736064,0.00001762894,0.000006445211,0.000002770327,0.000001748267,0.0001077629,4.953347e-7,0.0000851744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03960644,"threshold_uncertainty_score":0.07875186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09889166264627434,"score_gpt":0.3890680572086635,"score_spread":0.2901763945623891,"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."}}