{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000138957,0.0002488737,0.0002909628,0.0003678209,0.0002614636,0.000420378,0.0001436974,0.0003763113,0.001547355],"category_scores_gemma":[0.0003965037,0.0001324895,0.0002183811,0.0003008945,0.0001584636,0.0001698792,0.0003031181,0.0003655395,0.0002310489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183085,"about_ca_system_score_gemma":0.0001299069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151397,"about_ca_topic_score_gemma":0.001346482,"domain_scores_codex":[0.9998583,0.00002491157,0.00001084965,0.00003516087,0.00002978298,0.00004095308],"domain_scores_gemma":[0.9997234,0.00002344318,0.0001323408,0.00001401133,0.00003553598,0.00007136766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003410646,0.00008237195,0.9710743,0.00003886718,0.00004972065,0.0005351906,0.0001946906,0.00002892529,0.02332506,0.00002579818,0.00009711732,0.004206885],"study_design_scores_gemma":[6.771046e-7,0.00009360776,0.9987634,0.00000437008,0.00000680366,0.0004357838,0.00009397844,0.00002938322,0.0004670777,0.000008839624,0.00009489987,0.000001159674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990358,0.000389257,0.00005905569,0.00002477893,0.000004109168,0.000004363533,0.0001600248,0.000002764312,0.0003197645],"genre_scores_gemma":[0.9990963,0.0001705436,0.0001353276,0.00002048834,0.000007455164,0.000004408176,0.0002295552,0.000001528762,0.000334281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001547355,"threshold_uncertainty_score":0.005176485,"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."}}