{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002301153,0.0006583435,0.0005018737,0.0004377426,0.0006814149,0.001705877,0.00067698,0.003143574,0.03343496],"category_scores_gemma":[0.002536399,0.0001968204,0.0005497676,0.0003419273,0.0009583023,0.003790239,0.001313431,0.003041569,0.007023375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357261,"about_ca_system_score_gemma":0.004318416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080945,"about_ca_topic_score_gemma":0.002166986,"domain_scores_codex":[0.9994079,0.0002074143,0.00002927443,0.00006941907,0.0001571533,0.0001288533],"domain_scores_gemma":[0.9986914,0.000231644,0.0001798555,0.00008444928,0.000317207,0.0004955088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003364971,0.0003785093,0.002849285,0.001718788,0.00009532366,0.0004508587,0.00039145,0.001319913,0.01405627,0.0813202,0.3577213,0.5393617],"study_design_scores_gemma":[0.000037897,0.0002154383,0.0009137311,0.0006167012,0.00004327808,0.0003714619,0.0003601783,0.0002235894,0.000677567,0.02561998,0.9709066,0.00001344352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0121327,0.358206,0.02001402,0.5273539,0.0203729,0.0001998537,0.001285507,0.0006800293,0.05975508],"genre_scores_gemma":[0.144153,0.469049,0.10929,0.1675229,0.01489461,0.0006006732,0.003052996,0.0002164021,0.09122035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03343496,"threshold_uncertainty_score":0.1118511,"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."}}