{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005877975,0.000664257,0.001288117,0.001800625,0.0002088927,0.0009134149,0.0007883079,0.001273629,0.005365471],"category_scores_gemma":[0.000966483,0.0002274856,0.0006362704,0.001007003,0.0002942718,0.00110627,0.0006003919,0.001868187,0.001805606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005502236,"about_ca_system_score_gemma":0.0009655862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009735669,"about_ca_topic_score_gemma":0.001870846,"domain_scores_codex":[0.9998457,0.000033832,0.00002448886,0.00002792728,0.00004878591,0.00001929262],"domain_scores_gemma":[0.9996859,0.0001686755,0.00003752112,0.000007126109,0.00007651126,0.00002426138],"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":[0.0001216822,0.00008602737,0.0001385044,0.022444,0.0001209121,0.0002050246,0.00005273775,0.0003361603,0.0009788017,0.003980837,0.03014321,0.9413921],"study_design_scores_gemma":[0.00004062746,0.000155544,0.0006589977,0.01066443,0.0002152799,0.001115832,0.00007999758,0.0001121502,0.0002973658,0.002369252,0.9842708,0.00001986495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000848854,0.9984774,0.00008725542,0.0003977001,0.0001842378,0.000006380033,0.00002117496,0.000006276317,0.0007346133],"genre_scores_gemma":[0.0005585856,0.9984011,0.0001789999,0.0002858954,0.0001344278,0.000009574293,0.00003681233,0.000001245296,0.0003933792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005365471,"threshold_uncertainty_score":0.01794928,"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."}}