{"id":"W2136119593","doi":"10.1073/pnas.0801259105","title":"Contemporary North American influenza H7 viruses possess human receptor specificity: Implications for virus transmissibility","year":2008,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Erasmus+; Agricultural Research Service; Centers for Disease Control and Prevention; Oak Ridge Institute for Science and Education; Erasmus Medisch Centrum","keywords":"Virology; Influenza A virus subtype H5N1; Biology; Outbreak; Virus; H5N1 genetic structure; Lineage (genetic); Sialic acid; Influenza A virus; Transmission (telecommunications); Transmissibility (structural dynamics); Glycan; Gene; Genetics; Glycoprotein; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009982126,0.0001469713,0.0003744062,0.0002331897,0.0007626067,0.00001527502,0.0006465584,0.00005115339,0.00001037811],"category_scores_gemma":[0.001283943,0.00009890242,0.0001711106,0.001250454,0.004060081,0.0004025869,0.0001034133,0.0002315039,0.000001686332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009202531,"about_ca_system_score_gemma":0.0001949279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007756246,"about_ca_topic_score_gemma":0.000001075086,"domain_scores_codex":[0.9976704,0.00001072925,0.0005936829,0.0003753924,0.001095905,0.0002538979],"domain_scores_gemma":[0.9979581,0.000280746,0.0005162448,0.00002466427,0.001125986,0.00009422858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002107677,0.0002267458,0.5753793,0.0001644897,0.00006936089,7.764569e-9,0.0004549752,0.000007182725,0.4130689,0.004808049,0.005241214,0.0003690138],"study_design_scores_gemma":[0.0004450998,0.0002185984,0.8269217,0.00004784764,0.00001534705,0.000004788099,0.0001403033,0.00001548614,0.1654692,0.002848048,0.003779317,0.00009423938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910635,0.0002450074,0.000002938792,0.003289465,0.000007884914,0.0008641036,0.0002373691,0.00002952429,0.004260191],"genre_scores_gemma":[0.9963195,0.00006990639,0.001902815,0.00142124,0.0001139907,0.00008960629,7.105422e-7,0.000008781687,0.00007345033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2515424,"threshold_uncertainty_score":0.9986503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3319113154215849,"score_gpt":0.4547051359435366,"score_spread":0.1227938205219517,"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."}}