{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158302,0.0001771615,0.0008006823,0.0001067093,0.0000872275,0.0000412972,0.0001318457,0.0002242843,0.00001460873],"category_scores_gemma":[0.002851916,0.0001025828,0.0001040322,0.0001463322,0.0004902972,0.0001671229,0.0001417637,0.001042715,0.000001323618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000900865,"about_ca_system_score_gemma":0.0007599815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655879,"about_ca_topic_score_gemma":0.0006015359,"domain_scores_codex":[0.9977291,0.0007627395,0.0006371292,0.0002888751,0.0001823384,0.0003997662],"domain_scores_gemma":[0.9978576,0.001381028,0.0002638038,0.000227413,0.0001422762,0.0001279268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008413303,0.00004653307,0.9550835,0.00005026192,0.0001359436,0.0004937151,0.005452503,9.984069e-7,0.02217358,0.0001386256,0.0008999937,0.014683],"study_design_scores_gemma":[0.007636414,0.001464893,0.5005146,0.0008474312,0.0002978257,0.003771509,0.04702413,0.0002220119,0.009526107,0.005468705,0.4227719,0.0004545438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278624,0.04541871,0.00004177345,0.02620043,0.0002769503,0.0001393856,0.00001393509,0.000005701501,0.00004069767],"genre_scores_gemma":[0.9601032,0.002541264,0.0003187431,0.0361646,0.0008200331,0.000006306213,0.000003389896,0.00001667686,0.00002578968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.454569,"threshold_uncertainty_score":0.4530134,"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."}}