{"id":"W2552795086","doi":"10.1016/j.jaci.2016.08.055","title":"Features of the bronchial bacterial microbiome associated with atopy, asthma, and responsiveness to inhaled corticosteroid treatment","year":2016,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":308,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; University of California, San Francisco; McMaster University","keywords":"Atopy; Asthma; Microbiome; Immunology; Medicine; Fusobacteria; Moraxella catarrhalis; Aeroallergen; Wheeze; Allergy; Haemophilus influenzae; Biology; Allergen; Microbiology; Antibiotics; Bacteria; Bioinformatics; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208109,0.000195997,0.0003868715,0.0008474805,0.0003539213,0.000560645,0.0001817864,0.0004993415,0.001590561],"category_scores_gemma":[0.001188135,0.0001552598,0.0003487617,0.0007615489,0.0002961759,0.0003019203,0.0004587198,0.0003632038,0.0002150581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699652,"about_ca_system_score_gemma":0.0001533972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372701,"about_ca_topic_score_gemma":0.001563238,"domain_scores_codex":[0.9996898,0.00006709397,0.00003884049,0.00005653878,0.00006372043,0.00008398039],"domain_scores_gemma":[0.9993129,0.00009140156,0.0003455122,0.00002772637,0.00005862701,0.0001638925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005907633,0.00004669008,0.9797584,0.00002442796,0.00008398205,0.0004737654,0.00007698414,0.00005326579,0.0150967,0.00004171019,0.0001030404,0.003650294],"study_design_scores_gemma":[0.000002701516,0.00006215127,0.9982693,0.000006129403,0.00001856543,0.001044201,0.0001195622,0.00009912613,0.0002387806,0.00003790929,0.00009873533,0.000002775938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986601,0.000516691,0.00007317313,0.0000481774,0.000006150345,0.000004233529,0.000173401,0.000003000178,0.0005149514],"genre_scores_gemma":[0.9995408,0.0001226401,0.0001122626,0.00001980417,0.000009304599,0.000002746841,0.000120255,0.000001608547,0.00007062253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590561,"threshold_uncertainty_score":0.005320907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151319784272379,"score_gpt":0.2829514304238946,"score_spread":0.2714382325811708,"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."}}