{"id":"W4383067133","doi":"10.2196/47143","title":"Peer Review “The Impact of SARS-CoV-2 Lineages (Variants) and COVID-19 Vaccination on the COVID-19 Epidemic in South Africa: Regression Study”","year":2023,"lang":"en","type":"article","venue":"JMIRx Med","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Betacoronavirus; Vaccination; Pandemic; Coronavirus; Sars virus; Coronavirus Infections; Geography; Biology; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02894059,0.0005314033,0.00126912,0.005509818,0.003279102,0.005889996,0.002582415,0.002347649,0.1049923],"category_scores_gemma":[0.2992278,0.0006461463,0.001327173,0.004885948,0.001849628,0.003456137,0.00324799,0.002030275,0.03021472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612211,"about_ca_system_score_gemma":0.01434541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422062,"about_ca_topic_score_gemma":0.0135351,"domain_scores_codex":[0.9719787,0.008273782,0.003499921,0.001646588,0.01325319,0.001347804],"domain_scores_gemma":[0.6461391,0.04338693,0.01883538,0.009830265,0.2749626,0.006845773],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002292822,0.00007347397,0.02247524,0.004065477,0.0002764326,0.0003756364,0.0008682183,0.0002418227,0.0004207174,0.001682886,0.8671091,0.1021817],"study_design_scores_gemma":[0.0001884763,0.0001900656,0.0756907,0.005204958,0.0003783563,0.0006660853,0.002845484,0.001495659,0.001138824,0.002282833,0.9097933,0.0001252773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09383103,0.03620789,0.01013937,0.402739,0.1482473,0.0095023,0.04325101,0.001814766,0.2542673],"genre_scores_gemma":[0.5000694,0.04359576,0.01502224,0.03633036,0.05861947,0.003977423,0.03038894,0.002192209,0.3098042],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9710594,"threshold_uncertainty_score":0.3512344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2148611330658754,"score_gpt":0.4815110224260935,"score_spread":0.2666498893602181,"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."}}