{"id":"W2053050206","doi":"10.1586/1744666x.2013.851603","title":"A case for antibiotic perturbation of the microbiota leading to allergy development","year":2013,"lang":"en","type":"review","venue":"Expert Review of Clinical Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Antibiotics; Disease; Immunology; Immune system; Gut flora; Allergy; Medicine; Dysbiosis; Microbiology; Biology; Pathology","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":[0.0009011916,0.0003598255,0.002545432,0.00005836352,0.00007759897,0.000005533723,0.0006346698,0.0006805774,0.00004092624],"category_scores_gemma":[0.001250042,0.0002256809,0.001116019,0.0001518172,0.0001883925,0.000002470575,0.0003988892,0.0002528402,0.00003192416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205336,"about_ca_system_score_gemma":0.0008445716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477424,"about_ca_topic_score_gemma":0.00001326772,"domain_scores_codex":[0.9958683,0.0005471745,0.002644789,0.0005532172,0.00006806752,0.0003184987],"domain_scores_gemma":[0.9971516,0.0002193746,0.001371562,0.0009020389,0.0002830856,0.00007239595],"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":[0.00001578924,0.000162268,0.000001241619,0.04175935,0.0006639265,0.000002224952,0.00003670294,2.933177e-8,0.009456162,0.00005010593,0.01853928,0.9293129],"study_design_scores_gemma":[0.0001973768,0.0002941424,0.000007171963,0.03371808,0.0001298918,0.000335266,0.000007510875,8.680097e-8,0.001021444,0.000001051383,0.9640679,0.0002200807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002463982,0.9959664,0.0001221496,0.0002352087,0.0008946548,0.002432518,0.0000306288,0.000004110982,0.00006786917],"genre_scores_gemma":[0.00002545581,0.992375,0.004893618,0.001197274,0.0002051294,0.0001259901,0.0001897863,0.0000446094,0.0009431147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9455286,"threshold_uncertainty_score":0.9202999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080318679914045,"score_gpt":0.4585299802062239,"score_spread":0.3504981122148194,"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."}}