{"id":"W4288520629","doi":"10.5415/apallergy.2022.12.e32","title":"Association of upper airway bacterial microbiota and asthma: systematic review","year":2022,"lang":"en","type":"review","venue":"Asia Pacific Allergy","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Medicine; Asthma; Microbiome; Airway; Moraxella catarrhalis; Dysbiosis; Immunology; Moraxella; Firmicutes; Haemophilus influenzae; Microbiology; Antibiotics; Biology; Gut flora; Bioinformatics; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006104568,0.001350609,0.008495508,0.01272657,0.0005968141,0.002565473,0.001745037,0.001545665,0.004691004],"category_scores_gemma":[0.03035761,0.001012434,0.005763574,0.01580929,0.0008247049,0.002063888,0.001541796,0.0007458413,0.0004064937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748011,"about_ca_system_score_gemma":0.007939455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007183544,"about_ca_topic_score_gemma":0.02031928,"domain_scores_codex":[0.9933699,0.001790735,0.003126193,0.0005837893,0.0009243528,0.0002050379],"domain_scores_gemma":[0.9711823,0.01933856,0.006789779,0.0004197726,0.001934685,0.0003347708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001336139,0.000008096841,0.001732877,0.9710454,0.009280681,0.0001683427,0.0001327824,0.00005552359,0.0001442407,0.00009129906,0.001000926,0.0162062],"study_design_scores_gemma":[0.0002120021,0.0001919166,0.01172443,0.8674789,0.1028169,0.0009307541,0.0003133342,0.00008536926,0.0002213444,0.0002421615,0.01574174,0.00004102786],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002001775,0.9963946,0.000127987,0.0002149814,0.0000891984,0.0001918552,0.000736109,0.000009446604,0.0002342059],"genre_scores_gemma":[0.02201379,0.975578,0.0006155372,0.0004895981,0.00009792897,0.0004912163,0.0005488968,0.000007950441,0.0001570838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01272657,"threshold_uncertainty_score":0.03228444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543462665607154,"score_gpt":0.30158184598176,"score_spread":0.2761472193256885,"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."}}