{"id":"W3010336234","doi":"10.1016/s0140-6736(20)30526-2","title":"COVID-19: the gendered impacts of the outbreak","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":1760,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Medical Research Council; National Institutes of Health; Leidos; Wellcome Trust; ViiV Healthcare; National Health and Medical Research Council; Australian Centre for HIV and Hepatitis Virology Research; Gilead Sciences","keywords":"Outbreak; Preparedness; Public health; Psychological intervention; Disease; Coronavirus disease 2019 (COVID-19); Affect (linguistics); Pandemic; Political science; Economic growth; Environmental health; Geography; Development economics; Medicine; Infectious disease (medical specialty); Psychology; Virology; Nursing; Economics","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":[0.006908584,0.000667386,0.0005969074,0.001977927,0.003063058,0.007753317,0.001207555,0.009356686,0.02939211],"category_scores_gemma":[0.02467131,0.0003275983,0.0007485218,0.002436531,0.003625471,0.00634329,0.006197922,0.007533228,0.003006105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00476537,"about_ca_system_score_gemma":0.007614469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0247949,"about_ca_topic_score_gemma":0.02554046,"domain_scores_codex":[0.9950512,0.001872615,0.0002076294,0.0002783407,0.0008478551,0.001742319],"domain_scores_gemma":[0.9867271,0.005675205,0.001516814,0.0006591163,0.001550295,0.003871448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002268145,0.00007108768,0.01050936,0.000602715,0.00008933178,0.0008834017,0.002949484,0.0003246397,0.0002745052,0.1051547,0.8164403,0.06247354],"study_design_scores_gemma":[0.00009090932,0.0001092375,0.01947996,0.002075573,0.00006149337,0.0007288504,0.008046269,0.0004505446,0.0003497836,0.07823697,0.890255,0.0001153443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0117939,0.02873467,0.0006685351,0.8906282,0.01595499,0.00003300699,0.003061483,0.0001352218,0.04898985],"genre_scores_gemma":[0.3827463,0.06894,0.00139741,0.462907,0.0439811,0.000218966,0.002926308,0.0005249709,0.03635792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02939211,"threshold_uncertainty_score":0.09832644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115673192978957,"score_gpt":0.3384240119997465,"score_spread":0.2268566927018509,"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."}}