{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001631295,0.0004151806,0.003661078,0.0002263826,0.0001137617,0.00002862508,0.000237296,0.0004756054,0.003380425],"category_scores_gemma":[0.0005924905,0.0003064828,0.0006725584,0.0005096689,0.00005515075,0.00005624971,0.0001517773,0.0008402346,0.0001467162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003822123,"about_ca_system_score_gemma":0.0005103613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006190942,"about_ca_topic_score_gemma":0.000001418741,"domain_scores_codex":[0.9958863,0.001206269,0.001373531,0.000499018,0.0006768816,0.0003579588],"domain_scores_gemma":[0.997573,0.00038939,0.001048565,0.0007130844,0.0001291031,0.0001468219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001891111,0.00009196346,0.000001114802,0.9436343,0.002008094,0.00004206835,0.00004593656,1.30928e-8,0.0000118395,0.00007414271,0.01678708,0.03728449],"study_design_scores_gemma":[0.0002391574,0.0001519341,0.000001843372,0.2625999,0.001439703,0.0001478391,0.00006833841,2.329822e-7,0.000001141673,9.772397e-7,0.7351775,0.0001714497],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003454961,0.9892065,0.000001216961,0.0001429338,0.000329362,0.002548964,0.00006236696,0.00003018908,0.007675023],"genre_scores_gemma":[0.00000550719,0.9817733,0.00001453141,0.00004416901,0.0001322617,0.0003506226,0.0003730765,0.00006843168,0.0172381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7183905,"threshold_uncertainty_score":0.9999387,"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."}}