{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001596683,0.0005746687,0.0005542683,0.0008012273,0.001439938,0.001021079,0.0007180175,0.0008589223,0.001646674],"category_scores_gemma":[0.002145228,0.001018384,0.0008901465,0.001681978,0.0004918076,0.0009572204,0.001312827,0.001615008,0.0004380633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004837027,"about_ca_system_score_gemma":0.0007520248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01645548,"about_ca_topic_score_gemma":0.02432979,"domain_scores_codex":[0.9991536,0.0002297747,0.00007660797,0.0002179336,0.00009616978,0.0002259715],"domain_scores_gemma":[0.998711,0.0001391039,0.0004698599,0.0001849285,0.0001572626,0.0003377751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008550747,0.0001165128,0.9986423,0.00001294605,0.00006502851,0.00009862501,0.0003308141,0.00001422692,0.00007547958,0.00001789389,0.0001522004,0.0003885117],"study_design_scores_gemma":[0.00003143512,0.0003088495,0.9973881,0.00002870251,0.00006705686,0.0001901716,0.001569226,0.0001157187,0.00002449298,0.00001851423,0.0002477185,0.00001022938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988193,0.0001341918,0.0000662356,0.00004323986,0.000008722258,0.0000596677,0.0006830681,0.000001653729,0.0001839027],"genre_scores_gemma":[0.9982565,0.0002170213,0.0002292011,0.0001028964,0.00001197781,0.0001349869,0.000854598,0.000002755893,0.0001900912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645548,"threshold_uncertainty_score":0.03271937,"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."}}