{"id":"W6976199095","doi":"10.60692/b1xqf-02061","title":"Genomic assessment of invasion dynamics of SARS-CoV-2 Omicron BA.1","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; BlueDot (Canada)","funders":"","keywords":"Biological dispersal; Context (archaeology); Transmission (telecommunications); Population; Human lung; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","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":[0.0002756478,0.0001501854,0.0001863537,0.0007702946,0.0002276279,0.000519319,0.0001238863,0.0002190804,0.00219087],"category_scores_gemma":[0.001293085,0.000113577,0.0002503266,0.001236086,0.0001626466,0.0002298832,0.0003535603,0.0002733941,0.0002855675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318511,"about_ca_system_score_gemma":0.000248813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079223,"about_ca_topic_score_gemma":0.01901739,"domain_scores_codex":[0.9997829,0.00004758699,0.00001368677,0.0001014,0.0000211249,0.00003336936],"domain_scores_gemma":[0.9992809,0.000207929,0.0002699582,0.0000645512,0.00007877634,0.00009798388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002527738,0.00003441949,0.9583987,0.00008466731,0.0001599844,0.00025318,0.000992442,0.001089983,0.02988173,0.0004658505,0.0005424217,0.007843753],"study_design_scores_gemma":[0.000004412264,0.00004148512,0.9964367,0.0000102285,0.00002679551,0.0001470005,0.0003665313,0.001160838,0.0005848781,0.0001015094,0.001115729,0.000003760573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972833,0.0001002458,0.000338638,0.00004093837,0.0000017305,0.000004298267,0.001730515,0.000005908709,0.000494331],"genre_scores_gemma":[0.9964485,0.00007476432,0.0005917219,0.00002900211,0.000002744403,0.00000541215,0.002481861,0.00000539179,0.0003605518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01079223,"threshold_uncertainty_score":0.0214588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08274315795577557,"score_gpt":0.3296388455117599,"score_spread":0.2468956875559843,"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."}}