{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002885077,0.0001945598,0.0001573999,0.0004465907,0.000312354,0.0002902934,0.0001520932,0.0002306725,0.0007435154],"category_scores_gemma":[0.0003383266,0.00008382816,0.0002516134,0.0002450419,0.0002583574,0.0002091176,0.0002875285,0.0002511195,0.0001559836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141362,"about_ca_system_score_gemma":0.0002296418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894426,"about_ca_topic_score_gemma":0.008870621,"domain_scores_codex":[0.9998079,0.00002444127,0.00001663234,0.00004320434,0.00005422119,0.00005361316],"domain_scores_gemma":[0.9998386,0.00001844076,0.00005284962,0.00000846375,0.00004651596,0.00003516135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004997991,0.0001076397,0.7606027,0.0000839164,0.00006065521,0.0005832454,0.001276416,0.00008414053,0.2275354,0.0001122773,0.0003393143,0.008714564],"study_design_scores_gemma":[0.000003619005,0.0002875233,0.9944288,0.000009405453,0.00001620226,0.0003075525,0.0007056505,0.00006916537,0.003564171,0.00002700945,0.0005756252,0.000005229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992194,0.0001095111,0.00007183987,0.00003464537,0.000003410416,0.00001188706,0.0001544389,0.000001333203,0.0003934074],"genre_scores_gemma":[0.9978824,0.0002478947,0.0002386943,0.00008744868,0.00001020809,0.00002377978,0.0008699837,0.000002273689,0.0006372031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006894426,"threshold_uncertainty_score":0.01370859,"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."}}