{"id":"W7014542260","doi":"","title":"Prevalence of coronavirus disease 2019 (COVID-19) in different clinical stages before the national COVID-19 vaccination programme in Malaysia: A systematic review and meta-analysis","year":2022,"lang":"en","type":"article","venue":"UMS Institutional Repository (Universiti Malaysia Sabah)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Pandemic; Stage (stratigraphy); Prevalence; Epidemiology; Disease; Diabetes mellitus; Meta-analysis; Coronavirus disease 2019 (COVID-19); Obesity","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":[0.002351178,0.0002865108,0.001284157,0.0007661571,0.0004594746,0.00003451654,0.0004857471,0.00009140001,0.0002480735],"category_scores_gemma":[0.001540415,0.0002157064,0.0007891108,0.001362414,0.000400082,0.0002879575,0.0004097564,0.0005655537,0.000004843252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221934,"about_ca_system_score_gemma":0.002396983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004353238,"about_ca_topic_score_gemma":0.0000536071,"domain_scores_codex":[0.9952328,0.001149772,0.0009605111,0.0006970966,0.001627633,0.0003321563],"domain_scores_gemma":[0.9978372,0.0006531716,0.0004796377,0.000482904,0.0002666815,0.0002804377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001130257,0.002393708,0.827711,0.1178756,0.01810537,0.002248848,0.000921515,0.008769732,0.000108263,0.0204518,0.0002250543,0.00005881895],"study_design_scores_gemma":[0.008280264,0.001247749,0.6737981,0.00162201,0.2583589,0.0011656,0.002841646,0.04532697,0.00003973941,0.001617686,0.00459989,0.001101407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953017,0.0293091,0.0004834865,0.01044602,0.0001054883,0.005495818,0.0006059001,0.00007539152,0.0004617946],"genre_scores_gemma":[0.9847596,0.0001435293,0.0000439306,0.01404097,0.0000362364,0.0004671186,0.00007227423,0.00001286206,0.0004234503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2402535,"threshold_uncertainty_score":0.8796251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120375071591998,"score_gpt":0.3981990396098709,"score_spread":0.2778239680178729,"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."}}