{"id":"W3179206042","doi":"10.1186/s13054-021-03662-x","title":"Emerging SARS-CoV-2 variants of concern and potential intervention approaches","year":2021,"lang":"en","type":"review","venue":"Critical Care","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmissibility (structural dynamics); Coronavirus; Coronavirus disease 2019 (COVID-19); Virulence; 2019-20 coronavirus outbreak; Mutation; Immune system; Spike Protein; Bioinformatics; Virology; Intensive care medicine; Gene; Immunology; Genetics; Biology; Disease; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002418463,0.0002898829,0.001502026,0.0001795208,0.00005860149,0.00005835317,0.000157371,0.0003717144,0.00002363064],"category_scores_gemma":[0.0008850126,0.0002476333,0.0006453625,0.0002559375,0.0003284893,0.00006230287,0.0002650429,0.0005803808,0.00001535503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094976,"about_ca_system_score_gemma":0.0003618679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004292799,"about_ca_topic_score_gemma":0.000004613473,"domain_scores_codex":[0.9978394,0.0002390119,0.000577787,0.0005413052,0.0004544933,0.0003480133],"domain_scores_gemma":[0.9989712,0.0001784069,0.00007023254,0.0003796837,0.0003513361,0.00004912675],"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":[0.00002161778,0.0001112151,0.00003519167,0.1093257,0.0001706095,0.0004399756,0.0001724807,2.765363e-9,0.0001782378,0.001359113,0.0000989813,0.8880869],"study_design_scores_gemma":[0.0009558928,0.0003373903,0.0000185947,0.03558801,0.002815616,0.0004625064,0.001855109,0.00004302088,0.00190308,0.0001045704,0.9555063,0.0004099548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006065333,0.9963287,0.0004685352,0.00005693006,0.0002474092,0.0004438077,0.00007285363,0.00002847705,0.001746715],"genre_scores_gemma":[0.07209428,0.92221,0.0006029439,0.002878699,0.001332161,0.0002460307,0.0003648557,0.0002272693,0.00004377687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9554073,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2259878157674609,"score_gpt":0.4650192508249562,"score_spread":0.2390314350574953,"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."}}