{"id":"W4205316315","doi":"10.3126/nje.v11i4.41569","title":"Omicron: The pandemic propagator and lockdown instigator – what can be learnt from South Africa and such discoveries in future","year":2021,"lang":"en","type":"article","venue":"Nepal Journal of Epidemiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Globe; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Demography; Disease; Pathology; Infectious disease (medical specialty); Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007017612,0.001148037,0.001340252,0.001527924,0.002273614,0.006707141,0.001605023,0.007789147,0.01524349],"category_scores_gemma":[0.01132792,0.0004041972,0.00120051,0.001345094,0.004067991,0.01539582,0.005279796,0.01051918,0.005634581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518231,"about_ca_system_score_gemma":0.01551665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007104318,"about_ca_topic_score_gemma":0.01014177,"domain_scores_codex":[0.9976774,0.0007509484,0.0001487249,0.0002267014,0.0004313434,0.0007649602],"domain_scores_gemma":[0.989865,0.002554048,0.0009125335,0.0005117172,0.001962451,0.004194236],"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":[0.0003343996,0.0001729314,0.002782623,0.005279262,0.00009307078,0.002190691,0.003707129,0.0001968935,0.001936973,0.01604403,0.5217011,0.4455609],"study_design_scores_gemma":[0.00003765535,0.000132333,0.001968128,0.005625146,0.00005725554,0.00154346,0.006470576,0.00010987,0.0004872005,0.02028335,0.9632162,0.00006875082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002612016,0.3767259,0.0008946621,0.5749866,0.03461951,0.00004956471,0.0003336968,0.0001998932,0.009578216],"genre_scores_gemma":[0.04536792,0.6132754,0.006005142,0.2683351,0.04157906,0.0001504942,0.0008499633,0.0002100617,0.02422678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01524349,"threshold_uncertainty_score":0.05099458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753510566916551,"score_gpt":0.345051649028754,"score_spread":0.2775165433595884,"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."}}