{"id":"W2146032051","doi":"10.1080/21645515.2015.1049780","title":"Is a multivalent hand, foot, and mouth disease vaccine feasible?","year":2015,"lang":"en","type":"review","venue":"Human Vaccines & Immunotherapeutics","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Enterovirus 71; Foot-and-mouth disease; Aseptic meningitis; Coxsackievirus; Medicine; Enterovirus; Virology; Inactivated vaccine; Echovirus; Pediatrics; Immunology; Virus; Meningitis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000436066,0.000895205,0.002477973,0.0007200255,0.0005298263,0.0001906375,0.0003438941,0.0005248419,0.0005876364],"category_scores_gemma":[0.00005243211,0.0006666176,0.0006860764,0.0005549672,0.0001529168,0.00013217,0.0003043581,0.00116629,0.0002352829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055889,"about_ca_system_score_gemma":0.0006115547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008330554,"about_ca_topic_score_gemma":0.00001332134,"domain_scores_codex":[0.9968317,0.0002507349,0.001003183,0.000800706,0.0003957712,0.0007178704],"domain_scores_gemma":[0.9972809,0.00009350549,0.0003686856,0.00140043,0.0004624474,0.0003940254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004271107,0.0007304227,0.001372021,0.01115391,0.002484709,0.00006606329,0.0002944228,1.046392e-7,0.00005798904,0.00011835,0.002726651,0.9805682],"study_design_scores_gemma":[0.00400457,0.000650081,0.002239651,0.005705623,0.003419022,0.0002053504,0.00004548993,0.00001367147,0.000006972802,0.0001310729,0.9829653,0.0006132056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001091436,0.9956983,0.0000128607,0.0002985356,0.0002643167,0.002073817,0.0001004407,0.0001320417,0.0003281895],"genre_scores_gemma":[0.0006291292,0.9827387,0.0000513639,0.0002962784,0.0003969415,0.0002456361,0.0002874397,0.0002330269,0.01512145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802386,"threshold_uncertainty_score":0.9995785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1897912315649562,"score_gpt":0.4453497923685221,"score_spread":0.2555585608035659,"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."}}