{"id":"W4390032480","doi":"10.1093/ve/vead079","title":"The coevolutionary mosaic of bat betacoronavirus emergence risk","year":2023,"lang":"en","type":"article","venue":"Virus Evolution","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of General Medical Sciences","keywords":"Middle East respiratory syndrome; Coevolution; Evolutionary biology; Middle East respiratory syndrome coronavirus; Diversification (marketing strategy); Lineage (genetic); Biology; Betacoronavirus; Phylogeography; Pandemic; Geography; Ecology; Disease; Phylogenetics; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Genetics; Medicine","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":[0.001302677,0.0001940871,0.0003755322,0.001207821,0.0005248709,0.001493919,0.0004723555,0.0004548814,0.001038054],"category_scores_gemma":[0.004921217,0.0002264499,0.0004172374,0.000773905,0.001074778,0.001150288,0.001094228,0.0004756559,0.00006638062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009265441,"about_ca_system_score_gemma":0.0003963505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004934685,"about_ca_topic_score_gemma":0.007673812,"domain_scores_codex":[0.999209,0.0003480561,0.00003813285,0.0002361427,0.00008103222,0.00008777488],"domain_scores_gemma":[0.9984673,0.0007020101,0.0004790485,0.0001493658,0.00008775623,0.0001144863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001699972,0.00005096684,0.7997836,0.0001334572,0.000555889,0.000459099,0.001482909,0.0981867,0.02413234,0.0428648,0.0004051063,0.03177511],"study_design_scores_gemma":[0.00001707068,0.0001270783,0.7199585,0.00004197302,0.0001174173,0.0007434902,0.001444741,0.2189218,0.0008702333,0.0561615,0.001539923,0.00005631198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845413,0.0002243361,0.01323814,0.0001621724,0.000003004409,0.00001223987,0.00009133748,0.0000274596,0.001700078],"genre_scores_gemma":[0.998302,0.0000472058,0.00152071,0.00001330874,0.000002106376,0.000004610118,0.00002985347,0.000003504681,0.00007659569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004934685,"threshold_uncertainty_score":0.009811938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892819030227361,"score_gpt":0.3014652635626103,"score_spread":0.2825370732603367,"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."}}