{"id":"W3176797277","doi":"10.14740/jocmr4518","title":"Review of COVID-19 Variants and COVID-19 Vaccine Efficacy: What the Clinician Should Know?","year":2021,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.001700979,0.0006766623,0.002607604,0.002580406,0.0004611573,0.001598104,0.001705704,0.002574609,0.00720245],"category_scores_gemma":[0.007050593,0.0003968813,0.001120963,0.002401012,0.0006239292,0.003279498,0.0007557455,0.002789128,0.003042513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124328,"about_ca_system_score_gemma":0.002204175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843766,"about_ca_topic_score_gemma":0.002658281,"domain_scores_codex":[0.999191,0.0002046553,0.0002420055,0.0001023743,0.0002086673,0.00005125213],"domain_scores_gemma":[0.9955032,0.002104239,0.0004437501,0.00007897761,0.001544191,0.0003255974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001775165,0.00004790438,0.0002729615,0.03024046,0.000154917,0.0002892748,0.00008162195,0.0001300201,0.0003069993,0.001557009,0.3653444,0.6013969],"study_design_scores_gemma":[0.00003330473,0.00007374132,0.0007146422,0.01585694,0.0001828514,0.001267412,0.00008356305,0.00004414892,0.00006760626,0.0009436908,0.9807094,0.00002260992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006630154,0.9913454,0.00008107136,0.004548702,0.003135745,0.00001002415,0.00005870009,0.00001304124,0.0007410349],"genre_scores_gemma":[0.0005471544,0.9890832,0.0002303946,0.005423272,0.003962245,0.00002342919,0.0001384543,0.000006090922,0.0005858896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00720245,"threshold_uncertainty_score":0.02409458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6076547643102732,"score_gpt":0.6645782129136121,"score_spread":0.05692344860333887,"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."}}