{"id":"W4384297135","doi":"10.1155/2023/6765950","title":"How Did the COVID-19 Lockdown Pandemic Affect the Depression Symptomatology in Mediterranean Older Adults with Metabolic Syndrome?","year":2023,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"H2020 European Research Council; Instituto de Salud Carlos III; Canadian Institutes of Health Research; European Regional Development Fund; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Institució Catalana de Recerca i Estudis Avançats; Junta de Andalucía; Generalitat de Catalunya; Centres de Recerca de Catalunya","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Affect (linguistics); Depression (economics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mediterranean climate; Psychiatry; Medicine; Psychology; Gerontology; Virology; Disease; Biology; Ecology; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007754065,0.0002804692,0.0003738671,0.0001484052,0.0004722971,0.00005399979,0.0003653779,0.0002265712,0.00016383],"category_scores_gemma":[0.00008889667,0.0001303048,0.00007971004,0.0005819916,0.0002352254,0.0000991823,0.0002115235,0.0004933161,0.00004241339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004064262,"about_ca_system_score_gemma":0.0001124792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008670868,"about_ca_topic_score_gemma":0.001012604,"domain_scores_codex":[0.9975517,0.0006267449,0.0002538562,0.0006695827,0.0003096715,0.0005884676],"domain_scores_gemma":[0.9981752,0.0007351574,0.0001410668,0.0006358054,0.00001769749,0.0002950449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004280372,0.0001015853,0.9331763,0.0001551266,0.00003970456,0.0001069286,0.009944689,0.00001021755,0.0001081082,0.0001364994,0.009171835,0.04662098],"study_design_scores_gemma":[0.003859066,0.0000885397,0.9029609,0.0002096613,0.00004426998,0.001287418,0.004203572,0.0004676694,0.0000739188,0.00007332759,0.08648682,0.0002448262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857488,0.004053774,0.0001580421,0.00789078,0.0005825007,0.00104297,0.00002445995,0.0002395967,0.0002590352],"genre_scores_gemma":[0.9918694,0.001961767,0.000005896683,0.00492132,0.00008580885,0.0003632898,0.00004500361,0.00003284336,0.0007146286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07731499,"threshold_uncertainty_score":0.5313677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423297531612995,"score_gpt":0.3545983891845728,"score_spread":0.3203654138684428,"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."}}