{"id":"W3087886402","doi":"10.1186/s12879-020-05427-3","title":"Altered respiratory microbiota composition and functionality associated with asthma early in life","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"Sharjah Research Academy; University of Sharjah; Al Jalila Foundation","keywords":"Fusobacteria; Malassezia; Asthma; Biology; Firmicutes; Alternaria; Bacteroidetes; Respiratory tract; Proteobacteria; Immunology; Internal medicine; Microbiology; Respiratory system; Medicine; Botany; 16S ribosomal RNA; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00005710441,0.0001246362,0.0001377049,0.00003151515,0.00008810116,0.00003081617,0.00004203352,0.00008927064,0.00001635251],"category_scores_gemma":[0.00008188369,0.000120329,0.00003965479,0.0001090299,0.00006818652,0.000006309854,0.00004150936,0.00007900739,0.00000642804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002643361,"about_ca_system_score_gemma":0.0001856324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004623456,"about_ca_topic_score_gemma":0.0002888629,"domain_scores_codex":[0.9991853,0.0001296905,0.0001537848,0.0003036068,0.00005799998,0.0001696544],"domain_scores_gemma":[0.9995623,0.00001675085,0.00007398655,0.0001058572,0.00005891992,0.0001822059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003130855,0.0001626942,0.7791247,0.00005532397,0.0000349319,0.000002135886,0.00003671013,0.00004902694,0.2189538,0.00002120073,0.001202753,0.0000436339],"study_design_scores_gemma":[0.001693617,0.0005337137,0.9953099,0.00002483386,0.00001928434,0.000003861177,0.00001471896,0.00001251105,0.001197944,0.000007797732,0.001022941,0.0001588728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986158,0.0005709332,0.0002079934,0.0001000132,0.00004634775,0.0002050876,0.0001228545,0.0000317841,0.00009919098],"genre_scores_gemma":[0.9971516,0.00001577619,0.00001975208,0.002371941,0.0001603261,0.00001383422,0.0002411692,0.00001535923,0.00001023742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2177559,"threshold_uncertainty_score":0.4906875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558271539846813,"score_gpt":0.2373627368392742,"score_spread":0.2217800214408061,"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."}}