{"id":"W4361223822","doi":"10.21203/rs.3.rs-2635697/v1","title":"Assessment of the socioeconomic impact of COVID-19 in Rwanda: Findings from a country-wide community survey","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sudbury Regional Hospital","funders":"Rwanda Biomedical Centre; University of Rwanda; National Commission for Science and Technology; Universiteit Gent; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Socioeconomic status; Socioeconomics; Pandemic; Geography; Household income; Population; Poverty; Environmental health; Economic growth; Coronavirus disease 2019 (COVID-19); Medicine; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001167926,0.0001939718,0.000195266,0.001073739,0.0006126454,0.0004804687,0.0002988617,0.0002669066,0.001087364],"category_scores_gemma":[0.002471193,0.0002395749,0.0003019005,0.00107351,0.0003081964,0.0004184713,0.001005668,0.0005415817,0.00023005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000406507,"about_ca_system_score_gemma":0.0005263479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504727,"about_ca_topic_score_gemma":0.02946049,"domain_scores_codex":[0.9993568,0.0003052041,0.00006518547,0.00005432713,0.0001013491,0.0001170913],"domain_scores_gemma":[0.9988147,0.0001874342,0.0005031082,0.00006348452,0.0002509205,0.0001804075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001513704,0.00004856889,0.9957217,0.0000359191,0.00002092938,0.00008689493,0.001258193,0.00001917879,0.0001927058,0.00002242715,0.0002321502,0.002346193],"study_design_scores_gemma":[0.000001089447,0.00006169304,0.9948094,0.00003148552,0.000008496886,0.000091234,0.004594261,0.00004865019,0.00004258601,0.000006574594,0.0003011071,0.000003306967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986992,0.00009451561,0.00004838101,0.00008098068,0.00000467104,0.00003440298,0.0005828977,0.000001320307,0.0004536777],"genre_scores_gemma":[0.9992061,0.0001376333,0.0001055729,0.00002723426,0.000003501465,0.00003832743,0.0003362833,7.042854e-7,0.0001445498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504727,"threshold_uncertainty_score":0.02991933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5570611977610992,"score_gpt":0.5893637426968734,"score_spread":0.03230254493577422,"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."}}