{"id":"W4233013183","doi":"10.32920/ryerson.14656902","title":"Kinetics of influenza A virus infections in a heterogeneous cell population","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; University of Saskatchewan","funders":"","keywords":"Tropism; Virus; Biology; Virology; Population; Immune system; Cell; Immunology; Influenza A virus; Cytokine; Tissue tropism; Viral infection; Disease; Medicine; Genetics; Internal medicine","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":[0.0005738914,0.0002319795,0.0003989162,0.0002883559,0.0003236694,0.0007171964,0.0004026495,0.0003743398,0.001850053],"category_scores_gemma":[0.001452875,0.000229707,0.0003351408,0.0001760315,0.0003448925,0.0005932488,0.0003853609,0.0006110208,0.000623393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007306784,"about_ca_system_score_gemma":0.0003727979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780658,"about_ca_topic_score_gemma":0.000913059,"domain_scores_codex":[0.9998301,0.0000262433,0.000007288155,0.00005175299,0.00004721461,0.0000373803],"domain_scores_gemma":[0.9991968,0.0004445556,0.0001233787,0.00005869057,0.0001000053,0.0000765284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005735602,0.0001745391,0.02225616,0.0001611596,0.00009584893,0.0006557754,0.0006383347,0.1463803,0.7840597,0.02982656,0.001266816,0.01391132],"study_design_scores_gemma":[0.00006140188,0.0005830014,0.01207151,0.0000249047,0.00006436477,0.0006268895,0.0002581755,0.8123282,0.1606266,0.008310059,0.004975232,0.00006967041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283041,0.0006941386,0.06511633,0.0003838316,0.00003006301,0.00007067675,0.0004094022,0.0001853921,0.004806106],"genre_scores_gemma":[0.9871287,0.0003996613,0.007443588,0.00009228723,0.0000142299,0.00009025237,0.0004074837,0.00003596385,0.004387823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001850053,"threshold_uncertainty_score":0.006188989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08682177541284541,"score_gpt":0.3919749205524498,"score_spread":0.3051531451396043,"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."}}