{"id":"W2564557576","doi":"10.1038/srep39274","title":"Novel platform technology for modular mucosal vaccine that protects against streptococcus","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; University of Alberta","keywords":"Immune system; Antigen; Immunology; Peptide vaccine; Diphtheria toxin; Immunity; Medicine; Biology; Microbiology; Epitope; Toxin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356505,0.0005090772,0.0001898613,0.0002590128,0.0001361649,0.0002054166,0.00032503,0.0005167715,0.001602261],"category_scores_gemma":[0.000110438,0.0002004277,0.0003276452,0.0001007886,0.0001405388,0.0003613719,0.0002944528,0.0005456889,0.0006925239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499202,"about_ca_system_score_gemma":0.0002375723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002285385,"about_ca_topic_score_gemma":0.0002017324,"domain_scores_codex":[0.9999141,0.00000897016,0.000004487508,0.00002168541,0.00002980212,0.00002096169],"domain_scores_gemma":[0.9999622,0.00000467207,0.00001226729,0.000004660198,0.000006721854,0.000009470822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002506908,0.00002714972,0.00003376734,0.00005788584,0.000004687011,0.00005420831,0.00001035755,0.0001922643,0.9952652,0.000543374,0.0001083527,0.003677666],"study_design_scores_gemma":[0.00003485579,0.0007515075,0.0003855867,0.000009862725,0.00002825587,0.0003544958,0.000009156008,0.001904052,0.9880638,0.0001676437,0.008281318,0.00000948592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8037903,0.006513396,0.1759247,0.0007429145,0.0005446417,0.000534952,0.0004371255,0.001063383,0.01044861],"genre_scores_gemma":[0.8924581,0.002783038,0.09456501,0.0002607889,0.0000558732,0.0003092249,0.0005074639,0.00006441671,0.008996167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001602261,"threshold_uncertainty_score":0.005360126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200482998885486,"score_gpt":0.2864984877882594,"score_spread":0.2544936577994046,"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."}}