{"id":"W4362657708","doi":"10.1371/journal.pmed.1004081","title":"COVID-19 and mental health in 8 low- and middle-income countries: A prospective cohort study","year":2023,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Nutrition Obesity Research Center, University of North Carolina; Genesis Foundation For Children; Berkeley Population Center, University of California Berkeley; Private Enterprise Development in Low-Income Countries, Centre for Economic Policy Research; National Science Foundation; Grand Challenges Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; African Population and Health Research Center; Monash University; LEGO Foundation; Yale University; National Institutes of Health; United States Agency for International Development; National Opinion Research Center; International Growth Centre; Universidad de los Andes; University of Chicago","keywords":"Mental health; Pandemic; Medicine; Depression (economics); Demography; Cohort study; Global health; Environmental health; Quarter (Canadian coin); Cohort; Confidence interval; Public health; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Geography; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258891,0.000181568,0.0005086847,0.0003136009,0.0001823415,0.000007240811,0.0000825082,0.00005626977,0.0004186138],"category_scores_gemma":[0.0002156084,0.0001495675,0.00001159257,0.0004936954,0.0002377694,0.00004671353,0.00008375567,0.0002104881,0.00006080322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008201051,"about_ca_system_score_gemma":0.0004030867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00756126,"about_ca_topic_score_gemma":0.003803842,"domain_scores_codex":[0.9980909,0.0001845723,0.0004243719,0.0005444895,0.0003112235,0.0004444248],"domain_scores_gemma":[0.9986763,0.0003654628,0.0001056146,0.0002391193,0.00001989863,0.000593625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002784053,0.0003276861,0.9297209,0.0009632903,0.00006640272,0.00009466831,0.06623884,1.254148e-7,0.000003075913,0.0003311335,0.001845263,0.0001302263],"study_design_scores_gemma":[0.007205167,0.002146869,0.962077,0.0005155776,0.00002110365,0.00002769076,0.02481196,0.00004373755,0.00000117107,0.0002703587,0.002746411,0.000132954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658996,0.001328516,0.000003348263,0.02801968,0.0004051715,0.003467525,0.0000526056,0.0001353091,0.0006882678],"genre_scores_gemma":[0.9876468,0.0009800456,0.000005263254,0.00983541,0.0001392396,0.0002921277,0.00003667548,0.00002303671,0.001041468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04142687,"threshold_uncertainty_score":0.9990475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028780393415919,"score_gpt":0.4222352984745227,"score_spread":0.3619474945403636,"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."}}