{"id":"W4311791628","doi":"10.3390/vaccines10122145","title":"SARS-CoV-2: An Updated Review Highlighting Its Evolution and Treatments","year":2022,"lang":"en","type":"review","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Science Foundation of Guangdong Province","keywords":"Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Coronavirus disease 2019 (COVID-19); Outbreak; Coronavirus; 2019-20 coronavirus outbreak; Medicine; Biology; Virus; Disease; Intensive care medicine; Infectious disease (medical specialty); Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005548155,0.0006189673,0.002291104,0.0004877087,0.0002306607,0.00004854245,0.0003155953,0.0002471874,0.0001519769],"category_scores_gemma":[0.0002467866,0.0004476711,0.0003890665,0.001148792,0.00001908668,0.0001929065,0.0002522214,0.0005443878,0.0001922946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839808,"about_ca_system_score_gemma":0.0005650612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001297943,"about_ca_topic_score_gemma":0.00001697033,"domain_scores_codex":[0.9968483,0.0003897891,0.0008106375,0.0008999091,0.0005324553,0.0005188767],"domain_scores_gemma":[0.9985446,0.0001236989,0.0003449171,0.0007787821,0.0001409143,0.00006713787],"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":[0.00005913915,0.0002967715,0.0001693064,0.073771,0.0006008229,0.0002691909,0.00002545167,2.603152e-9,0.0003402212,0.00007907861,0.009214239,0.9151748],"study_design_scores_gemma":[0.0007393452,0.0003483355,0.00003890509,0.01721241,0.002582974,0.0004496615,0.000007039925,0.00001076548,0.0002074686,0.00001165947,0.9780232,0.0003682246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009423231,0.9949449,0.000001866505,0.0001525033,0.0002231379,0.002307296,0.000050319,0.0001882991,0.001189349],"genre_scores_gemma":[0.00001620761,0.9926921,0.00003975304,0.005699599,0.0003588962,0.0004504355,0.0004229646,0.0001163218,0.0002036805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9688089,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242912919727345,"score_gpt":0.4221067129978129,"score_spread":0.2978154210250784,"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."}}