{"id":"W4411217135","doi":"10.3390/microbiolres16060125","title":"A Novel SARS-CoV-2-Derived Infectious Vector System","year":2025,"lang":"en","type":"article","venue":"Microbiology Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"Fonds de Recherche du Québec - Santé","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Vector (molecular biology); Sars virus; Medicine; Computer science; Biology; Infectious disease (medical specialty); Genetics; Pathology; Outbreak; Recombinant DNA","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001695585,0.0002667575,0.0006315415,0.001205484,0.0003829054,0.00006676251,0.0005077642,0.0005163086,0.00001253877],"category_scores_gemma":[0.0007399835,0.0002271033,0.0001929693,0.00163865,0.0008131058,0.00005571008,0.0005593291,0.001448508,0.001140171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007889814,"about_ca_system_score_gemma":0.001048257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012852,"about_ca_topic_score_gemma":0.0002619032,"domain_scores_codex":[0.9967341,0.0004694165,0.0004334341,0.0008172181,0.0002696448,0.001276115],"domain_scores_gemma":[0.9975814,0.0005894459,0.00004666222,0.0008641433,0.0008746256,0.0000437614],"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":[0.0005720176,0.0003267029,0.01100177,0.0005212942,0.0002582289,0.0001470628,0.0001301607,5.907604e-8,0.9772538,0.000913245,0.008124739,0.0007508955],"study_design_scores_gemma":[0.002759084,0.0004324138,0.001960145,0.0002511758,0.0000278744,0.0005184216,0.0001931766,0.00004851945,0.8347034,0.00004129285,0.1589078,0.0001566804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758637,0.000893704,0.0004151256,0.001267373,0.000399184,0.001213243,0.00003449142,0.0002655851,0.01964761],"genre_scores_gemma":[0.9870899,0.000006063074,0.0001222989,0.0116868,0.0002073839,0.0002405034,0.00001606846,0.00004181334,0.0005892181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1507831,"threshold_uncertainty_score":0.9996375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07223334254467587,"score_gpt":0.4030818450754712,"score_spread":0.3308485025307953,"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."}}