{"id":"W2901699313","doi":"10.3389/fimmu.2018.02674","title":"Protection Against Invasive Infections in Children Caused by Encapsulated Bacteria","year":2018,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Streptococcus pneumoniae; Microbiology; Streptococcus agalactiae; Streptococcus; Neisseria meningitidis; Bacterial capsule; Virulence; Haemophilus influenzae; Meningitis; Bacteria; Streptococcus suis; Biology; Bacteremia; Virulence factor; Complement system; Immunology; Medicine; Antibody; Antibiotics","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":[0.0004603709,0.0005882986,0.0008247104,0.001041403,0.0001560605,0.0005881226,0.0005266385,0.0008965518,0.002779854],"category_scores_gemma":[0.0005816108,0.0001290156,0.000277686,0.0006727409,0.0003716323,0.0008534909,0.0004883647,0.001286606,0.001413056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058206,"about_ca_system_score_gemma":0.0004824003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003634099,"about_ca_topic_score_gemma":0.0005581893,"domain_scores_codex":[0.9998878,0.00002577662,0.00001569336,0.00001942223,0.00003542316,0.0000158085],"domain_scores_gemma":[0.9998018,0.00008908106,0.00002965741,0.000005428074,0.0000506008,0.00002340811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023642,0.00007864512,0.0002106689,0.01487823,0.00006086521,0.000135748,0.00006470701,0.0001663681,0.00222406,0.003309724,0.03010097,0.9486676],"study_design_scores_gemma":[0.00002550121,0.0001591783,0.001193837,0.004274488,0.00007489257,0.001183398,0.00005293108,0.00004425599,0.0005187917,0.001359731,0.9910998,0.00001313043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000185694,0.9984555,0.00006113001,0.0003153554,0.0002066662,0.000003122213,0.00001538733,0.000005095461,0.0007521238],"genre_scores_gemma":[0.001077572,0.9979306,0.00009191753,0.0002027603,0.0002451407,0.000005665562,0.00002526713,9.394369e-7,0.0004200268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002779854,"threshold_uncertainty_score":0.009299517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683234162064466,"score_gpt":0.2704066845675655,"score_spread":0.2535743429469208,"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."}}