{"id":"W2616288770","doi":"10.3390/vaccines5020012","title":"Unexpected Infection Spikes in a Model of Respiratory Syncytial Virus Vaccination","year":2017,"lang":"en","type":"article","venue":"Vaccines","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vaccination; Respiratory system; Medicine; Virus; Vaccine efficacy; Basic reproduction number; Transmission (telecommunications); Virology; Delay differential equation; Disease; Immunology; Biology; Differential equation; Environmental health; Mathematics; Computer science; Internal medicine","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":[0.0006436298,0.0008738425,0.001281825,0.0008585479,0.0008512423,0.001701649,0.00168667,0.003434701,0.006158654],"category_scores_gemma":[0.003236052,0.0005166895,0.001555854,0.0004643203,0.001414532,0.001322816,0.001739324,0.001731508,0.0005937832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485162,"about_ca_system_score_gemma":0.00119086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01397997,"about_ca_topic_score_gemma":0.004690708,"domain_scores_codex":[0.9995901,0.0001056123,0.00002057354,0.00006657218,0.0000856412,0.0001314202],"domain_scores_gemma":[0.9986581,0.0006334548,0.0002539607,0.00004848955,0.0002054173,0.0002007041],"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":[0.0001940993,0.000127368,0.002122501,0.0001378435,0.00008101191,0.00125914,0.0003645281,0.8076031,0.006868413,0.1753578,0.002677131,0.003207087],"study_design_scores_gemma":[0.0000285134,0.00003221287,0.0002277905,0.00000798478,0.00001570646,0.0000593359,0.00003484955,0.9901809,0.0001574234,0.008588395,0.0006535062,0.00001335728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4507505,0.002385438,0.4101939,0.009105179,0.001146466,0.0003107318,0.00154201,0.0007348477,0.1238309],"genre_scores_gemma":[0.9557691,0.0006284076,0.007103129,0.0004608208,0.0001606489,0.0001932806,0.0002300103,0.00007146591,0.03538297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397997,"threshold_uncertainty_score":0.02779722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0929225864921319,"score_gpt":0.4010670349320051,"score_spread":0.3081444484398732,"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."}}