{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008321992,0.00007427164,0.0003167155,0.00022928,0.00002291399,0.000001440789,0.00007022134,0.00005985544,0.000001651903],"category_scores_gemma":[0.002015267,0.00004970345,0.00005026225,0.0005301664,0.0002668581,0.00003514984,0.0000780742,0.0001371196,0.00001314878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001504357,"about_ca_system_score_gemma":0.00009773035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773145,"about_ca_topic_score_gemma":0.0002278378,"domain_scores_codex":[0.9991098,0.0001850922,0.0002563583,0.0001485391,0.0001161186,0.0001840867],"domain_scores_gemma":[0.9984648,0.00117182,0.00007251654,0.0002256453,0.0000551493,0.00001011821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006788009,0.00005373408,0.4251511,0.00003932257,0.00002169536,0.00001310799,0.0002156988,0.000004243427,0.5723662,0.0008430436,0.00002575692,0.001198284],"study_design_scores_gemma":[0.0005712236,0.0001418558,0.2436146,0.00004190124,0.00001836574,0.000006837003,0.0001337721,0.0006172931,0.7489612,0.002651005,0.003204842,0.00003707534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981145,0.0008820648,0.00004961427,0.0002862857,0.00002086728,0.0002400099,0.00001173639,0.0000159401,0.0003789565],"genre_scores_gemma":[0.9942602,0.00002288418,0.00003380519,0.005621389,0.00001453896,0.00003563747,0.000001070582,0.000009335607,0.000001135683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1815365,"threshold_uncertainty_score":0.2680476,"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."}}