{"id":"W2756830612","doi":"10.1016/j.vaccine.2017.09.055","title":"Investigating the candidacy of a capsular polysaccharide-based glycoconjugate as a vaccine to combat Haemophilus influenzae type a disease: A solution for an unmet public health need","year":2017,"lang":"en","type":"article","venue":"Vaccine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Glycoconjugate; Haemophilus influenzae; Microbiology; Biology; Pathogen; Virology; Immunology; Medicine; Bioinformatics","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":[0.0007032583,0.0002466277,0.000519529,0.0002664235,0.001040868,0.0001020768,0.0003176238,0.00008136226,0.00003176153],"category_scores_gemma":[0.002090817,0.0001736747,0.0001397761,0.0003849974,0.00003468979,0.0002285949,0.00009203357,0.0002130232,0.00001436906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487237,"about_ca_system_score_gemma":0.001361984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003031031,"about_ca_topic_score_gemma":0.00089766,"domain_scores_codex":[0.9982337,0.0001037021,0.0005338405,0.0003594828,0.0002652318,0.0005040402],"domain_scores_gemma":[0.996956,0.00008528577,0.0004723114,0.001182468,0.000414051,0.0008899148],"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":[0.001859318,0.001266211,0.4116133,0.001094457,0.0005177118,0.00003385448,0.001924836,0.0006288597,0.5608387,0.001754686,0.007257441,0.01121065],"study_design_scores_gemma":[0.0152495,0.007134537,0.9141085,0.0008059933,0.0004991992,0.00007969989,0.0002060774,0.01527114,0.005657142,0.0009065752,0.03945661,0.0006249995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9112177,0.0002914686,0.0005638901,0.08567901,0.0002402374,0.001824805,0.00006638697,0.00009238135,0.00002412784],"genre_scores_gemma":[0.9868852,0.00001392783,0.0001966571,0.01228025,0.0002765551,0.0001756183,0.00005288084,0.00004491181,0.00007394545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5551816,"threshold_uncertainty_score":0.8005623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06817860931063122,"score_gpt":0.3540694418760025,"score_spread":0.2858908325653713,"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."}}