{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00235859,0.0001096647,0.0003077797,0.0002589675,0.0005223065,0.000004351906,0.001384725,0.00006555055,0.0002622087],"category_scores_gemma":[0.0003296942,0.00006782946,0.00005118483,0.001467686,0.001039683,0.00004703805,0.0004321059,0.0003544803,0.00002556333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000540447,"about_ca_system_score_gemma":0.000864815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009737172,"about_ca_topic_score_gemma":0.01868241,"domain_scores_codex":[0.9977371,0.0008484139,0.00070562,0.0001626582,0.0002363858,0.0003098767],"domain_scores_gemma":[0.9960868,0.001081728,0.0003518478,0.002267655,0.00007807213,0.0001339234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002525437,0.0001784557,0.8892509,0.001292242,0.00003947309,5.160149e-7,0.09861358,0.00002956837,0.0001916298,0.008802244,0.0008187541,0.0007574043],"study_design_scores_gemma":[0.001448547,0.00009282864,0.9283286,0.0004681339,0.00001528371,0.00002471316,0.0263178,0.00005944898,0.000001512946,0.000634374,0.04253572,0.00007301192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7803515,0.002929003,0.00005297693,0.214408,0.0002463045,0.001092409,0.00007881011,0.00008363775,0.000757419],"genre_scores_gemma":[0.992225,0.003398159,0.00002213031,0.002606114,0.00003079395,0.000270073,0.00004960057,0.0000156948,0.001382466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118735,"threshold_uncertainty_score":0.9992241,"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."}}