{"id":"W4251905707","doi":"10.32920/ryerson.14648898.v1","title":"Mathematical Model for the Intracellular Kinetics of Influenza a Virus Replication in Vitro","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Kinetics; Influenza A virus; Virus; Intracellular; Virology; Viral replication; Biology; In vitro; Replication (statistics); Cell biology; Physics; 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":[0.001179574,0.001523774,0.001263772,0.001102081,0.00057184,0.00142196,0.002114448,0.002639839,0.003960191],"category_scores_gemma":[0.003647936,0.0006219136,0.002223739,0.000804094,0.001015375,0.001483684,0.001718952,0.001803886,0.001689906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724772,"about_ca_system_score_gemma":0.001217687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009064485,"about_ca_topic_score_gemma":0.003092945,"domain_scores_codex":[0.9993823,0.0001436375,0.00005143485,0.0001525312,0.0001788366,0.0000912708],"domain_scores_gemma":[0.998406,0.0008862632,0.0002749731,0.00009594819,0.0002651682,0.00007174656],"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":[0.00003702545,0.00003343146,0.0005785533,0.0001810614,0.00003176822,0.0002011754,0.0001442042,0.9140393,0.009396058,0.0714645,0.001145574,0.002747406],"study_design_scores_gemma":[0.000008131277,0.00001767825,0.0001384158,0.00001124564,0.00001305107,0.00004292954,0.00001341542,0.989218,0.000590825,0.008054051,0.001880025,0.00001219521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04019193,0.002935379,0.9155149,0.00196163,0.0003854707,0.0002357886,0.003585012,0.0004330386,0.03475687],"genre_scores_gemma":[0.7732125,0.006477156,0.1402049,0.0013425,0.0004939908,0.002489342,0.004090502,0.0004339602,0.07125514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009064485,"threshold_uncertainty_score":0.01802349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1688587648295237,"score_gpt":0.4198344826044992,"score_spread":0.2509757177749756,"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."}}