{"id":"W4317735670","doi":"10.3390/v15020309","title":"Molecular Epidemiology of SARS-CoV-2: The Dominant Role of Arginine in Mutations and Infectivity","year":2023,"lang":"en","type":"article","venue":"Viruses","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Proteases; TMPRSS2; Virology; Biology; Protease; European union; Angiotensin-converting enzyme 2; Coronavirus; Genetics; Enzyme; Coronavirus disease 2019 (COVID-19); Medicine; Biochemistry; Infectious disease (medical specialty); Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008314248,0.0002174366,0.0002134579,0.0008533684,0.0001599397,0.0005009918,0.0002236756,0.0002933312,0.0008293521],"category_scores_gemma":[0.001586323,0.0001164993,0.0002170811,0.0009622432,0.000213698,0.0003496474,0.0002428663,0.0002738658,0.000143709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320513,"about_ca_system_score_gemma":0.0003401789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728272,"about_ca_topic_score_gemma":0.002377921,"domain_scores_codex":[0.9993848,0.0001869168,0.00006336308,0.0001775659,0.0001173865,0.00006998487],"domain_scores_gemma":[0.9989718,0.0001878032,0.0005189088,0.00006222379,0.0001786635,0.00008072147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003454701,0.00006129879,0.9492443,0.0002350993,0.0001469632,0.0003670448,0.0002575701,0.001475836,0.01688198,0.0009501458,0.001173768,0.02886049],"study_design_scores_gemma":[0.00001171409,0.0001631666,0.9878038,0.00007938482,0.00007235091,0.001065226,0.0004808306,0.0027409,0.002664374,0.0007544237,0.004146587,0.00001722004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911193,0.00283651,0.002001222,0.000352605,0.00002782393,0.00002361201,0.001352753,0.00002387654,0.002262311],"genre_scores_gemma":[0.997202,0.0007302656,0.001143198,0.00005496767,0.00001630415,0.000007726387,0.0006483318,0.000005498064,0.000191676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002728272,"threshold_uncertainty_score":0.005424798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09109400899588274,"score_gpt":0.4145926853531894,"score_spread":0.3234986763573067,"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."}}