{"id":"W4283026060","doi":"10.1136/bmjopen-2021-060367","title":"SARS-CoV-2 infection and antibody seroprevalence in routine surveillance patients, healthcare workers and general population in Kita region, Mali: an observational study 2020–2021","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"National Institute for Health and Care Research; Bill and Melinda Gates Foundation","keywords":"Medicine; Seroprevalence; Observational study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemiology; Health care; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Population; Public health; Virology; Antibody; Family medicine; Environmental health; Immunology; Serology; Internal medicine; Outbreak; Disease; Pathology; Infectious disease (medical specialty)","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":[0.0004637594,0.0003902469,0.0004002753,0.0007226022,0.000533491,0.0005999969,0.0004369369,0.0006306169,0.0008517911],"category_scores_gemma":[0.001489831,0.0005415368,0.000330262,0.0006635446,0.0004200996,0.0008383935,0.000651438,0.0005068146,0.0003618523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005683773,"about_ca_system_score_gemma":0.0003610656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01149953,"about_ca_topic_score_gemma":0.01255951,"domain_scores_codex":[0.9995978,0.0001017882,0.00004483516,0.00009834642,0.00006042686,0.00009680748],"domain_scores_gemma":[0.9991084,0.0001126815,0.0004389888,0.00004786638,0.0001046302,0.0001874425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005114848,0.00003426893,0.9991884,0.000007372918,0.00001506393,0.00007175534,0.0001869544,0.00001347004,0.0001174329,0.000001796319,0.0000521651,0.0002600928],"study_design_scores_gemma":[0.000006572913,0.0001467011,0.9989191,0.000005466657,0.00001008205,0.0002448338,0.000461923,0.000091804,0.00003223152,0.000003379534,0.00007442247,0.000003417865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994891,0.00004166485,0.000028649,0.00001638777,0.000001655613,0.00001159155,0.0003218273,0.000001490214,0.00008753453],"genre_scores_gemma":[0.9990392,0.00005862387,0.00004889694,0.00003775225,0.000007049616,0.0000302689,0.0006832918,8.979897e-7,0.00009413931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149953,"threshold_uncertainty_score":0.02286518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2130669566204393,"score_gpt":0.4828023100331524,"score_spread":0.2697353534127132,"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."}}