{"id":"W4390060376","doi":"10.1038/s43856-023-00377-8","title":"Perceptions of the seriousness of major public health problems during the COVID-19 pandemic in seven middle-income countries","year":2023,"lang":"en","type":"article","venue":"Communications Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Göteborgs Universitet; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Seriousness; Public health; Pandemic; Context (archaeology); Environmental health; Medicine; Health belief model; Developing country; Demography; Disease; Coronavirus disease 2019 (COVID-19); Health education; Geography; Economic growth; Political science; Economics; Infectious disease (medical specialty); Nursing; Sociology","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":[0.001617141,0.0002626131,0.0002391947,0.000818024,0.0007873534,0.001004423,0.0001847899,0.0004784445,0.002062371],"category_scores_gemma":[0.002623701,0.0002149689,0.0003597656,0.0007585598,0.0008587386,0.0006968334,0.001241994,0.0005610743,0.0001502118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005501474,"about_ca_system_score_gemma":0.0005385223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499047,"about_ca_topic_score_gemma":0.01275216,"domain_scores_codex":[0.9992879,0.0002818702,0.00006439052,0.00004972014,0.00009288333,0.0002231983],"domain_scores_gemma":[0.9980356,0.0004219839,0.0007063204,0.00005307329,0.0002017741,0.000581218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007487264,0.00007403718,0.9867678,0.00004480025,0.00003353497,0.0001284454,0.008827189,0.0001041151,0.0003700222,0.00009464905,0.0003143052,0.003166207],"study_design_scores_gemma":[0.00001105533,0.0002500653,0.9598708,0.00005002438,0.0000165827,0.00009319484,0.03849684,0.000182043,0.0001794814,0.00005144407,0.0007835221,0.00001500701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993642,0.00003196268,0.00001994611,0.00007436523,0.000001906533,0.000008665282,0.00009958552,7.085092e-7,0.0003987418],"genre_scores_gemma":[0.9997452,0.0000446128,0.00002729501,0.00004322479,0.000001643251,0.000006966839,0.00007625573,2.852631e-7,0.00005442392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499047,"threshold_uncertainty_score":0.02980644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202217773959165,"score_gpt":0.4536792678431418,"score_spread":0.2514614938839768,"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."}}