{"id":"W2936803887","doi":"10.1111/all.13812","title":"Thinking bigger: How early‐life environmental exposures shape the gut microbiome and influence the development of asthma and allergic disease","year":2019,"lang":"en","type":"review","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Michael Smith Health Research BC; BC Children's Hospital; University of British Columbia","funders":"Genome British Columbia; Michael Smith Health Research BC; Genome Canada","keywords":"Microbiome; Asthma; Disease; Gut microbiome; Immunology; Medicine; Environmental health; Biology; Gut flora; Pathology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000210095,0.0004355505,0.0008802361,0.00009570628,0.0002540052,0.00007285136,0.0003404375,0.0001528625,0.00006963947],"category_scores_gemma":[0.00004764966,0.0002131687,0.0002286838,0.00009621419,0.0004487791,0.00007658063,0.0004221712,0.0002585408,0.00001897093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003684727,"about_ca_system_score_gemma":0.0004497095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004212417,"about_ca_topic_score_gemma":0.000004287956,"domain_scores_codex":[0.9982104,0.0001635679,0.0004815224,0.0004530413,0.0004118336,0.0002796662],"domain_scores_gemma":[0.998648,0.0001832438,0.0003581117,0.0005187669,0.00002076459,0.0002711504],"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":[0.00009250986,0.0001962527,0.001519125,0.009489323,0.001423788,0.00006289492,0.001801115,0.00000224704,0.0001640724,0.00006929157,0.0006503138,0.9845291],"study_design_scores_gemma":[0.0003637628,0.000080308,0.04787762,0.00344833,0.0003184165,0.00003029069,0.0001858805,0.000003014785,0.00000274428,0.000004471248,0.947427,0.0002582086],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09824436,0.9006404,0.000001592342,0.0002109171,0.00006146508,0.0007438807,0.00004566236,0.00001628107,0.00003547361],"genre_scores_gemma":[0.03427392,0.9645043,0.00006808279,0.0004663464,0.0001128105,0.00007792239,0.00007001872,0.00005573264,0.0003708575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9842709,"threshold_uncertainty_score":0.8692766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234790996239017,"score_gpt":0.2607539154077892,"score_spread":0.2372748157838875,"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."}}