{"id":"W3000283022","doi":"10.3389/fimmu.2019.03107","title":"Using Precisely Defined in vivo Microbiotas to Understand Microbial Regulation of IgE","year":2020,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Immunoglobulin E; Butyrate; Immune system; Immunogenicity; Biology; Microbiology; Immunology; Propionate; Chemistry; Biochemistry; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003589088,0.0004820528,0.000307182,0.0003380167,0.0001611103,0.0004056209,0.0002460594,0.0005566305,0.001616605],"category_scores_gemma":[0.0001623935,0.0002032689,0.0003385033,0.0001492341,0.0004590625,0.0003755374,0.000364902,0.001582502,0.000393944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003246586,"about_ca_system_score_gemma":0.0001792572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002567696,"about_ca_topic_score_gemma":0.0007425111,"domain_scores_codex":[0.9997637,0.00004922113,0.00002146303,0.00007136536,0.00004224316,0.00005209945],"domain_scores_gemma":[0.9997805,0.00004883044,0.00006838819,0.00003158815,0.00001574135,0.00005493296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006591874,0.0000466974,0.00008684826,0.00001740474,0.000002501517,0.000009413063,0.000007681517,0.00003617799,0.9993144,0.00009113493,0.000009864768,0.0003119697],"study_design_scores_gemma":[0.00003756611,0.001096355,0.003583078,0.00001378205,0.00002085956,0.0001330697,0.00003652203,0.0008150321,0.9920507,0.0002196651,0.001987231,0.000006165626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547388,0.003551121,0.03664872,0.0003391113,0.0001973715,0.0002101564,0.001052968,0.0001893415,0.003072414],"genre_scores_gemma":[0.9700019,0.002257064,0.02358642,0.0002729673,0.00006189992,0.0003397415,0.0009093389,0.00008863287,0.002482085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001616605,"threshold_uncertainty_score":0.005408049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174192206005279,"score_gpt":0.2510951102373631,"score_spread":0.2293531881773103,"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."}}