{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000682877,0.0001896879,0.0003004671,0.0002808358,0.0003100212,0.0007073426,0.0002468739,0.0005358385,0.001302611],"category_scores_gemma":[0.002662324,0.0001280115,0.0004964463,0.0003195525,0.0002196396,0.0003960234,0.0005876623,0.0005601243,0.0001855135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997798,"about_ca_system_score_gemma":0.0003182838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007359842,"about_ca_topic_score_gemma":0.01464736,"domain_scores_codex":[0.999674,0.0001084882,0.00003944933,0.00006486652,0.00004024605,0.00007294196],"domain_scores_gemma":[0.9992443,0.00009371198,0.0003393154,0.00004535351,0.0001116289,0.0001656153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002412046,0.00007294401,0.9949874,0.00002284744,0.00008526475,0.00005661453,0.0002486675,0.00002752662,0.000140135,0.00001834231,0.0001674519,0.003931618],"study_design_scores_gemma":[0.000004852068,0.00008274835,0.9992311,0.00001169075,0.00001983106,0.00003574009,0.0003873332,0.00004794902,0.00001839574,0.0000138246,0.0001441444,0.000002322163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987128,0.0004392253,0.00004321822,0.0002396955,0.00002002682,0.000007079376,0.0002000287,0.000001457152,0.0003365846],"genre_scores_gemma":[0.9992839,0.0002056307,0.00005277287,0.0001037671,0.00001665527,0.000009327927,0.0001921792,8.83882e-7,0.0001349533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007359842,"threshold_uncertainty_score":0.01463401,"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."}}