{"id":"W2911171305","doi":"10.1080/22221751.2018.1560234","title":"Diverse biological characteristics and varied virulence of H7N9 from Wave 5","year":2019,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Virulence; Biology; Virology; Transmissibility (structural dynamics); Virus; Transmission (telecommunications); Pathogenicity; Influenza A virus subtype H5N1; Microbiology; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001194761,0.0001239468,0.0002939336,0.0001213269,0.0001387433,0.00001225629,0.00004371235,0.00007627141,0.0007046197],"category_scores_gemma":[0.0002862929,0.0001021481,0.00006920441,0.0001696032,0.0002086898,0.00006578852,0.000185956,0.0002275482,0.0001288627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004057948,"about_ca_system_score_gemma":0.00003680284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680628,"about_ca_topic_score_gemma":0.00001628654,"domain_scores_codex":[0.999176,0.00004274173,0.0002223344,0.0002291924,0.0001109494,0.0002187325],"domain_scores_gemma":[0.9993243,0.0001720428,0.0000742443,0.0002156009,0.00014568,0.00006811833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007833969,0.0001830048,0.4382573,0.00006173441,0.0002082855,0.00000925922,0.0008626775,0.000002651783,0.5560361,0.0003051077,0.0005056868,0.00348987],"study_design_scores_gemma":[0.001407304,0.0005136309,0.9391534,0.0002336106,0.0001282645,0.00002844156,0.0006077025,0.0001844089,0.02087214,0.0001698158,0.03645948,0.0002418219],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973491,0.0003508814,0.0001802048,0.0001353032,0.0002259665,0.0002525582,0.0001150014,0.00005535526,0.001335602],"genre_scores_gemma":[0.9978916,0.0008658489,0.0006375418,0.0001695969,0.000088259,0.00001011453,0.00002967804,0.00001040111,0.0002969477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5351639,"threshold_uncertainty_score":0.7715092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05823634533504833,"score_gpt":0.3268803531549703,"score_spread":0.2686440078199219,"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."}}