{"id":"W2896164386","doi":"10.1111/all.13634","title":"Recent developments and highlights in mechanisms of allergic diseases: Microbiome","year":2018,"lang":"en","type":"review","venue":"Allergy","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"GlaxoSmithKline","keywords":"Atopic dermatitis; Microbiome; Dysbiosis; Allergy; Asthma; Immunology; Food allergy; Medicine; Immune system; Atopy; Dermatology; Gut flora; Biology; Bioinformatics","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":[0.00007321921,0.0003381535,0.001574141,0.0003445514,0.00003202815,0.000006261713,0.0001629026,0.000325014,0.0002892326],"category_scores_gemma":[0.00004848731,0.0002568783,0.000172261,0.0002572879,0.0001357249,0.00003457339,0.0001333781,0.0001162907,0.00006797335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006119337,"about_ca_system_score_gemma":0.0004410663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005276988,"about_ca_topic_score_gemma":0.00001951439,"domain_scores_codex":[0.9983905,0.0001121914,0.0006515407,0.0004267971,0.0001481433,0.0002708596],"domain_scores_gemma":[0.9991089,0.00007469299,0.0002375662,0.0003246088,0.00006595032,0.0001882883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003882227,0.002205376,0.0001331562,0.05689038,0.005122024,0.002292591,0.000266081,6.121136e-8,0.00001237199,0.0050551,0.08043337,0.8472013],"study_design_scores_gemma":[0.000690789,0.00004470043,0.0003668375,0.009758227,0.0003438753,0.0002061636,0.000005784788,2.904609e-7,0.00001143738,0.0003391424,0.9880067,0.0002260884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007344608,0.9980726,0.000004315147,0.00009872062,0.0002577836,0.0004889212,0.00004898771,0.00002481607,0.0009304619],"genre_scores_gemma":[0.0000747124,0.9982827,0.0003260719,0.0001481666,0.00003711003,0.00006797136,0.0004962497,0.00003725054,0.0005298189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9075733,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668966283641486,"score_gpt":0.3004028881359044,"score_spread":0.2737132252994895,"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."}}