{"id":"W2790270819","doi":"10.1093/infdis/jiy082","title":"Convergent Evolution of Human-Isolated H7N9 Avian Influenza A Viruses","year":2018,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Toronto","funders":"","keywords":"Virology; Influenza A virus subtype H5N1; Biology; Convergent evolution; H5N1 genetic structure; Human influenza; Virus; Phylogenetics; Coronavirus disease 2019 (COVID-19); Medicine; Genetics; Gene; Infectious disease (medical specialty)","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":[0.0004284155,0.0002562966,0.0002855128,0.0006736959,0.0004163298,0.0004148665,0.0002334982,0.0002792192,0.0008301633],"category_scores_gemma":[0.0007273902,0.0001146875,0.0004052474,0.0005687149,0.0004031163,0.0002591691,0.0003269497,0.0003002867,0.0001357608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003152779,"about_ca_system_score_gemma":0.0002615482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009377688,"about_ca_topic_score_gemma":0.001565188,"domain_scores_codex":[0.9997239,0.00006766262,0.00001683869,0.00008291352,0.00006342019,0.00004532856],"domain_scores_gemma":[0.9994438,0.0001651035,0.0001867737,0.00003340343,0.00008941312,0.00008148233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009075894,0.000109667,0.7715402,0.0002545561,0.0003656335,0.001385051,0.0007118271,0.002941095,0.2045614,0.0008406299,0.000171226,0.01621121],"study_design_scores_gemma":[0.0000264649,0.0003563085,0.9722084,0.0000560873,0.0002068671,0.002613376,0.0007116094,0.007892811,0.0134526,0.0007684444,0.001681968,0.00002501556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986584,0.0003004803,0.0004479551,0.00001902196,0.000003999184,0.000005859535,0.00007730129,0.000003674435,0.0004831637],"genre_scores_gemma":[0.9990622,0.0001055892,0.0005689255,0.00001530368,0.000005756337,0.000003746066,0.000165235,0.000002891767,0.0000704231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009377688,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131395780012887,"score_gpt":0.377279912734291,"score_spread":0.3259659549341621,"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."}}