{"id":"W3130879238","doi":"10.3390/vaccines9020165","title":"A GMMA-CPS-Based Vaccine for Non-Typhoidal Salmonella","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salmonella; Microbiology; Immune system; Immunization; Virology; Biology; Vaccination; Immunology; Bacteria","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":[0.0002212838,0.000198009,0.0003501382,0.00001319,0.0001598156,0.00003823042,0.0002242501,0.0001539182,0.000648515],"category_scores_gemma":[0.0002310714,0.00007789859,0.0002170304,0.0003320766,0.000008658991,0.00005405233,0.00005433375,0.00008394905,0.00007108269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001495518,"about_ca_system_score_gemma":0.00002261475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008549662,"about_ca_topic_score_gemma":0.0005827001,"domain_scores_codex":[0.9986649,0.00007577995,0.0003052938,0.0004550187,0.00008641159,0.0004126286],"domain_scores_gemma":[0.9987789,0.0007212624,0.00009389029,0.0001138716,0.0001819614,0.000110117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003584928,0.0002465543,0.1496897,0.00003742597,0.00004897248,0.00003519807,0.00002571035,0.00003033992,0.7673383,0.0002064822,0.0463593,0.03562351],"study_design_scores_gemma":[0.001359914,0.000521798,0.7141142,0.00003488809,0.00006069136,0.00005589217,0.000162686,0.001416053,0.08862282,0.00309175,0.1899997,0.0005595149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894669,0.0004717959,0.0001079938,0.008716078,0.0004157051,0.0002236826,0.00004929057,0.00009406027,0.0004545171],"genre_scores_gemma":[0.9943079,0.0000520008,0.0006186169,0.002151436,0.0009647661,0.00006052539,0.0002655242,0.000002627397,0.001576655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6787155,"threshold_uncertainty_score":0.7100785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222800632172853,"score_gpt":0.2493264575313986,"score_spread":0.2270463943141133,"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."}}