{"id":"W2295267749","doi":"10.1371/journal.pone.0150721","title":"Predicted Strain Coverage of a New Meningococcal Multicomponent Vaccine (4CMenB) in Spain: Analysis of the Differences with Other European Countries","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neisseria meningitidis; Multilocus sequence typing; Meningococcal vaccine; Bacterial adhesin; Antigen; Typing; Neisseria; Microbiology; Biology; Strain (injury); Meningococcal disease; Neisseriaceae; Virology; Genetics; Genotype; Virulence; Bacteria; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001512378,0.00009827958,0.0003529748,0.0001268982,0.00003184233,0.000004285483,0.0001255908,0.00005034558,0.0009039054],"category_scores_gemma":[0.00004798035,0.00004663403,0.00005106309,0.0002539605,0.00006421208,0.00003857748,0.00004365923,0.00006351022,0.000005264491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001343486,"about_ca_system_score_gemma":0.00002425421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004674566,"about_ca_topic_score_gemma":0.0007728614,"domain_scores_codex":[0.9992084,0.0002435663,0.0002655931,0.0001308561,0.00002677227,0.0001248293],"domain_scores_gemma":[0.9994256,0.0001296702,0.0001686193,0.0002056927,0.00005891091,0.00001143118],"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":[0.0002155306,0.0004294733,0.3869684,0.000011938,0.001490138,1.238805e-7,0.0002801877,0.000002535715,0.6102829,0.00007905562,0.000008395611,0.0002313138],"study_design_scores_gemma":[0.00190699,0.0002035456,0.9290982,0.0002450832,0.0005896021,6.573399e-7,0.00003191211,0.000009880769,0.06762633,0.00001025556,0.0002056698,0.00007180832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988521,0.00006596484,0.0001626866,0.0003574943,0.00003239104,0.0001696382,0.0002225309,0.00001581033,0.0001213428],"genre_scores_gemma":[0.9992751,0.00004168896,0.00003442668,0.0000162364,0.000015441,0.000004775997,0.00001235795,0.000007860812,0.0005921488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5426566,"threshold_uncertainty_score":0.989713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527099331268038,"score_gpt":0.2088595388970677,"score_spread":0.1835885455843873,"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."}}