{"id":"W3098377445","doi":"10.3855/jidc.13289","title":"COVID-19 Pandemic: How is Bangladesh coping with the rapid spread of coronavirus infection?","year":2020,"lang":"en","type":"article","venue":"The Journal of Infection in Developing Countries","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh","keywords":"Pandemic; Preparedness; Transmission (telecommunications); Coronavirus; Medicine; Disease; Population; Intensive care medicine; Government (linguistics); Infection control; Middle East respiratory syndrome coronavirus; Environmental health; Coronavirus disease 2019 (COVID-19); Public health; Infectious disease (medical specialty); Political science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002909919,0.0002259273,0.0006028102,0.0001112629,0.0003761106,0.00004618742,0.0002454441,0.0001057858,0.0001056637],"category_scores_gemma":[0.008928543,0.0001130927,0.0001148123,0.0006589936,0.0004213245,0.0002253285,0.0001331876,0.0005278019,0.000003865131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005080545,"about_ca_system_score_gemma":0.0005629415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003936139,"about_ca_topic_score_gemma":0.0005269025,"domain_scores_codex":[0.9978302,0.0005936297,0.0007393315,0.0001476737,0.0004431004,0.0002460489],"domain_scores_gemma":[0.990813,0.007216766,0.001244514,0.0001810264,0.0004468289,0.00009790166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005685799,0.00003590311,0.953567,0.0006508041,0.0003711165,0.000008788985,0.01080885,0.001145016,0.00004292094,0.004778123,0.02767031,0.0003526025],"study_design_scores_gemma":[0.002897674,0.00115171,0.3202079,0.0007555484,0.0003953802,0.0005298336,0.0008829454,0.0001680254,0.001474209,0.01946004,0.6514469,0.0006298813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7385173,0.000973076,0.1220272,0.1376089,0.0002554042,0.0004326685,0.000007207886,0.00007810753,0.0001002097],"genre_scores_gemma":[0.9632746,0.01005512,0.0009538082,0.02539935,0.0002565759,0.0000149926,5.713667e-7,0.00002294597,0.00002200688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6333591,"threshold_uncertainty_score":0.9994197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2326263994655091,"score_gpt":0.4069995991584193,"score_spread":0.1743731996929102,"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."}}