{"id":"W3177413821","doi":"10.1080/20008198.2021.1929754","title":"Mental health responses to COVID-19 around the world","year":2021,"lang":"en","type":"article","venue":"European journal of psychotraumatology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence College","funders":"Lembaga Pengelola Dana Pendidikan; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Pandemic; Psychiatry; Medicine; Virology; Disease","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":[0.0007515458,0.0002077127,0.0002137357,0.0005922551,0.00130451,0.001111013,0.0003006298,0.0004706077,0.003567309],"category_scores_gemma":[0.002775506,0.00009180696,0.000214694,0.0006855485,0.0006370434,0.0005524036,0.002626059,0.001148055,0.000190094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008221309,"about_ca_system_score_gemma":0.0006799942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794914,"about_ca_topic_score_gemma":0.03244389,"domain_scores_codex":[0.9994944,0.000193023,0.00003782143,0.00005499554,0.00006982494,0.000149886],"domain_scores_gemma":[0.9982706,0.0001729782,0.0006319081,0.00007859943,0.0002928503,0.0005530295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002645803,0.0001204379,0.9252087,0.000288063,0.0001413601,0.0008701805,0.01755145,0.0001038763,0.001252155,0.000590571,0.007121183,0.04648754],"study_design_scores_gemma":[0.000007439547,0.00008506895,0.9500516,0.0002034148,0.00001954663,0.0004522118,0.03889913,0.00004481327,0.0001473078,0.0001688798,0.009901788,0.00001884184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825985,0.001845512,0.0001560603,0.004052467,0.0002201484,0.00006411279,0.001276714,0.000009613127,0.009776863],"genre_scores_gemma":[0.9968657,0.00100556,0.00009094092,0.000901776,0.00006046912,0.0000185777,0.0005258363,0.000003665457,0.0005275314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01794914,"threshold_uncertainty_score":0.03568929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1397700340506642,"score_gpt":0.4653887937079135,"score_spread":0.3256187596572493,"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."}}