{"id":"W2951932021","doi":"10.3390/v11050396","title":"Evaluating the Within-Host Dynamics of Ranavirus Infection with Mechanistic Disease Models and Experimental Data","year":2019,"lang":"en","type":"article","venue":"Viruses","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; American Association of Zoo Veterinarians; Canada Excellence Research Chairs, Government of Canada; Association of Zoos and Aquariums; National Science Foundation","keywords":"Ranavirus; Viral replication; Host (biology); Biology; Replication (statistics); Immune system; Viral pathogenesis; Virology; Dynamics (music); Computational biology; Virus; Immunology; Genetics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01103115,0.000802958,0.0007908322,0.0009861718,0.0003645854,0.001393361,0.00135752,0.001371382,0.001901524],"category_scores_gemma":[0.02594309,0.0005045266,0.001414789,0.0006047642,0.0009136883,0.002321465,0.0008032665,0.001129545,0.0001873551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941489,"about_ca_system_score_gemma":0.001013498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003279164,"about_ca_topic_score_gemma":0.002577417,"domain_scores_codex":[0.997712,0.001416315,0.0001674515,0.0004057264,0.0001509603,0.0001475343],"domain_scores_gemma":[0.9754217,0.01913562,0.003219385,0.001392254,0.0006343724,0.0001966456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003403974,0.0006438053,0.04967398,0.0004490867,0.0005141652,0.0001662765,0.0002199623,0.9132609,0.006230454,0.01738965,0.0003915564,0.01071976],"study_design_scores_gemma":[0.00004376135,0.0005264346,0.01619684,0.00004996535,0.0001238242,0.00009154678,0.0001656664,0.9651911,0.001711818,0.01506879,0.0007827689,0.00004743888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052262,0.0006803792,0.08907028,0.0006476773,0.00004345369,0.0002513881,0.001295784,0.0001719404,0.002612888],"genre_scores_gemma":[0.9827489,0.0002551941,0.01573842,0.00008917123,0.00001376253,0.0002190206,0.0006164165,0.0000183294,0.0003008146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103115,"threshold_uncertainty_score":0.058339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409430093583003,"score_gpt":0.4021340443927465,"score_spread":0.2611910350344461,"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."}}