{"id":"W3084160622","doi":"10.1186/s13223-020-00475-5","title":"Altered vaginal microbiome and relative co-abundance network in pregnant women with penicillin allergy","year":2020,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province","keywords":"Penicillin allergy; Microbiome; Penicillin; Allergy; Medicine; Pregnancy; Abundance (ecology); Relative species abundance; Obstetrics; Immunology; Biology; Microbiology; Bioinformatics; Antibiotics; Genetics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002443376,0.0002536108,0.0007165073,0.0000641848,0.00009611346,0.0000156512,0.0001069509,0.0002997063,0.00006138844],"category_scores_gemma":[0.0001291245,0.0002086814,0.00005797711,0.000248939,0.0006623342,0.000146653,0.000124088,0.0008875567,0.00004905591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006673871,"about_ca_system_score_gemma":0.0001582391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000675173,"about_ca_topic_score_gemma":0.0001801415,"domain_scores_codex":[0.9978772,0.0002264869,0.000617371,0.0006365219,0.0001004583,0.0005419987],"domain_scores_gemma":[0.9988155,0.0004011231,0.0001911335,0.0002550701,0.00006211006,0.0002750116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03193567,0.007392226,0.07211826,0.0003734054,0.0306394,0.005106856,0.02412401,0.0005643428,0.06381009,0.02689765,0.002806399,0.7342317],"study_design_scores_gemma":[0.01107565,0.003561409,0.6605551,0.0003898563,0.00004453373,0.0005943528,0.001325382,0.0003552856,0.0000892651,0.0003726836,0.3211817,0.0004548848],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868224,0.002481955,0.0002176884,0.006543807,0.0002038668,0.0003483113,0.000006944138,0.0000659241,0.003309085],"genre_scores_gemma":[0.9909036,0.005390374,0.001003959,0.001691957,0.000244523,0.00003906199,0.00003112166,0.00003743632,0.0006580353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7337768,"threshold_uncertainty_score":0.850978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498288193085881,"score_gpt":0.3001181556743159,"score_spread":0.2751352737434571,"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."}}