{"id":"W3108343043","doi":"10.3389/fped.2020.565368","title":"Vaccine Interactions With the Infant Microbiome: Do They Define Health and Disease?","year":2020,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microbiome; Medicine; Immunity; Boosting (machine learning); Immune system; Gut microbiome; Disease; Immunology; Psychological intervention; Bioinformatics; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003266734,0.0004380255,0.001367578,0.0006040935,0.0003042726,0.0001139666,0.000299038,0.0001438458,0.00001045292],"category_scores_gemma":[0.0001260175,0.0002830814,0.0001823499,0.001006249,0.00004666062,0.0001061066,0.00008795965,0.001123712,0.00001559112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446338,"about_ca_system_score_gemma":0.0007687181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006366082,"about_ca_topic_score_gemma":0.00008875658,"domain_scores_codex":[0.9977131,0.0003503124,0.0007083279,0.0005231532,0.0002202907,0.0004848443],"domain_scores_gemma":[0.9982433,0.0001894696,0.0005785923,0.0004039922,0.00005411544,0.0005304767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002089015,0.00008376263,0.001738999,0.0176633,0.00003598239,0.00002210153,0.0007075605,5.546445e-7,6.925515e-9,0.00009601758,0.6082731,0.3711697],"study_design_scores_gemma":[0.0005617241,0.0001424053,0.00006386555,0.00207084,0.0004027563,0.00004687433,0.0002255343,0.0000103987,7.294955e-9,0.0001449792,0.9960198,0.0003108426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006261484,0.9803504,0.0002911193,0.01515228,0.002133471,0.001439517,0.0004466005,0.00007119096,0.0001090993],"genre_scores_gemma":[0.00001558223,0.9932736,0.002498229,0.002688504,0.0008793178,0.0000952441,0.0004125769,0.00008057413,0.00005635304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3877467,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168136624533394,"score_gpt":0.305143134794159,"score_spread":0.2883294723408196,"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."}}