{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003667277,0.0001434097,0.0003251144,0.0006697556,0.0001842147,0.00004676563,0.0001408552,0.0001482229,0.0001377011],"category_scores_gemma":[0.001438729,0.0001289292,0.00008735934,0.0002731917,0.00003018386,0.0004452294,0.00008707213,0.000244887,0.000030815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447996,"about_ca_system_score_gemma":0.0001865608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133336,"about_ca_topic_score_gemma":0.001464673,"domain_scores_codex":[0.9987556,0.000068801,0.0004173439,0.0002668054,0.0002724423,0.0002190186],"domain_scores_gemma":[0.998624,0.00004561869,0.0002167206,0.0006964724,0.000340125,0.0000770999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000478124,0.0003167895,0.5782446,0.0001458745,0.00001951099,0.00001391176,0.00008004431,0.0008611762,0.4078365,0.0003920783,0.0003317385,0.01127966],"study_design_scores_gemma":[0.002113732,0.0003744574,0.8471606,0.0000780768,0.00002375705,0.00000539142,0.000009147521,0.01130981,0.138143,0.0002771145,0.0003901502,0.0001147064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934105,0.0001198614,0.0004907777,0.0001599007,0.0001398093,0.0004519589,0.000004690228,0.00006301083,0.005159458],"genre_scores_gemma":[0.999196,0.00006245946,0.0001080219,0.00005424308,0.0001699575,0.00006000588,0.000003575705,0.0000243205,0.0003214236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2696934,"threshold_uncertainty_score":0.5257581,"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."}}