{"id":"W2041911043","doi":"10.1038/emi.2012.17","title":"Future vaccines for a globalized world","year":2012,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Vaccination; Immunity; Transmission (telecommunications); Virology; Innate immune system; Immunology; Medicine; Biology; Computer science; Immune system; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0002629492,0.0001299951,0.0002662773,0.0002004464,0.0002063485,0.00001249516,0.00005226216,0.00005540043,0.0005299174],"category_scores_gemma":[0.0002147133,0.0001123331,0.0002092429,0.0002908032,0.00003359605,0.0001249345,0.00004211594,0.0001746812,0.00008026822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007479924,"about_ca_system_score_gemma":0.00002678907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001406709,"about_ca_topic_score_gemma":0.0003201308,"domain_scores_codex":[0.9988593,0.00005854649,0.0002267175,0.00015978,0.00006000708,0.0006356506],"domain_scores_gemma":[0.9994183,0.00002962703,0.00004493704,0.0001814325,0.00009676628,0.0002289748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002514348,0.0005602655,0.3734688,0.0001482012,0.0002524636,0.000003133598,0.0001561041,0.00001773511,0.04301922,0.001661232,0.5689705,0.01149087],"study_design_scores_gemma":[0.001300601,0.0002145306,0.04755016,0.00005139791,0.00006626621,0.0002055816,0.00007118686,0.00004175526,0.0004473247,0.0000903798,0.9498669,0.00009391329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434173,0.004952576,0.01373066,0.02443697,0.004803691,0.001288831,0.00008953801,0.0004359775,0.006844504],"genre_scores_gemma":[0.9807323,0.000330116,0.006372023,0.001664099,0.003906804,0.0002036584,0.0001190356,0.00003500828,0.006636964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3808964,"threshold_uncertainty_score":0.5802224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211132520120776,"score_gpt":0.3502544868029204,"score_spread":0.3281431616017126,"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."}}