{"id":"W2909762028","doi":"10.1111/all.13718","title":"AllergoOncology: Microbiota in allergy and cancer—A European Academy for Allergy and Clinical Immunology position paper","year":2019,"lang":"en","type":"article","venue":"Allergy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Departament de Salut, Generalitat de Catalunya; Medical Research Council; National Institutes of Health; Basque Center for Applied Mathematics; European Academy of Allergy and Clinical Immunology; National Cancer Institute; Exzellenzclusters Entzündungsforschung; Israel Cancer Association; Centres de Recerca de Catalunya; Deutsche Forschungsgemeinschaft; King's College London; Israel Science Foundation; Foundation for the National Institutes of Health; American Society of Hematology; Cancer Research UK; Academy of Medical Sciences; National Institute for Health and Care Research; Generalitat de Catalunya; Austrian Science Fund; Breast Cancer Now","keywords":"Immunology; Microbiome; Immune system; Allergy; Hygiene hypothesis; Disease; Immunity; Medicine; Cancer; Gut flora; Innate immune system; Immune tolerance; Food allergy; Biology; Bioinformatics; Internal medicine","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":[0.0002864398,0.0002633691,0.0006134776,0.0001440653,0.00006657223,0.00001501343,0.000146791,0.0004458662,0.0002756378],"category_scores_gemma":[0.00007869512,0.0002453092,0.0001201151,0.00008536091,0.0003120665,0.0001282027,0.0001732543,0.0003736838,0.00004964727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004370732,"about_ca_system_score_gemma":0.0001016333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009574484,"about_ca_topic_score_gemma":0.0005365724,"domain_scores_codex":[0.9979251,0.0002920808,0.0005972061,0.0006394857,0.00008057058,0.000465581],"domain_scores_gemma":[0.9990644,0.0003111614,0.0001435056,0.0002452922,0.00005465841,0.0001809716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02271954,0.004454554,0.2658222,0.0006358421,0.01912644,0.001556734,0.00185553,0.00007446337,0.1387182,0.01984851,0.3946065,0.1305815],"study_design_scores_gemma":[0.006695138,0.0003699388,0.563501,0.0001102721,0.00004860396,0.000308485,0.00007772146,0.0001113552,0.0001271308,0.0003662016,0.4280352,0.0002489289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640247,0.01479295,0.00001367536,0.01394134,0.0004789314,0.0006523523,0.00002556124,0.00006932423,0.006001188],"genre_scores_gemma":[0.9540827,0.02888157,0.0004691802,0.01353282,0.0002506977,0.00007697493,0.0001582101,0.00006949349,0.00247836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2976788,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738660161824323,"score_gpt":0.3166809360655922,"score_spread":0.299294334447349,"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."}}