{"id":"W4320493031","doi":"10.3390/ijerph20043262","title":"COVID-19, Mental Health, and Chronic Illnesses: A Syndemic Perspective","year":2023,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Syndemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perspective (graphical); Medicine; Psychiatry; Environmental health; Psychology; Virology; Public health; Computer science; Internal medicine; Nursing; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003674842,0.0004925667,0.0006588312,0.004326121,0.001346404,0.003032994,0.0007485378,0.001515848,0.003509548],"category_scores_gemma":[0.005519567,0.0002335693,0.0009997793,0.002872988,0.002613515,0.003304873,0.003322208,0.003546283,0.0001960048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002791107,"about_ca_system_score_gemma":0.005901111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378345,"about_ca_topic_score_gemma":0.01620713,"domain_scores_codex":[0.9983214,0.000912673,0.0001695496,0.0001663724,0.0002885209,0.0001415684],"domain_scores_gemma":[0.9946754,0.0032169,0.0007361468,0.0000973315,0.0006272569,0.0006470472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002569013,0.0003103915,0.08664172,0.03200982,0.001618315,0.002926949,0.0325968,0.001595197,0.0006863796,0.3699175,0.05485009,0.4165901],"study_design_scores_gemma":[0.0000759189,0.0005416587,0.1454925,0.09662299,0.001644912,0.007301004,0.07118977,0.002002415,0.0003496955,0.1969261,0.4776534,0.0001997282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03062372,0.7827114,0.003953577,0.1552852,0.002688972,0.0001119314,0.0006145699,0.00002963333,0.02398097],"genre_scores_gemma":[0.3170759,0.6518378,0.004244681,0.02093897,0.003796511,0.0002011961,0.0003533547,0.00001477796,0.001536759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01378345,"threshold_uncertainty_score":0.02740645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3069784585533818,"score_gpt":0.5801783660130273,"score_spread":0.2731999074596455,"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."}}