{"id":"W4385305089","doi":"10.1183/23120541.00212-2023","title":"The impact of respiratory infections and probiotic use on the nasal microbiota of frail residents in long-term care homes","year":2023,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Toronto; Population Health Research Institute; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"H2020 Marie Skłodowska-Curie Actions; University of Nottingham; W. Garfield Weston Foundation","keywords":"Medicine; Lactobacillus rhamnosus; Respiratory system; Probiotic; Microbiome; Placebo; Respiratory infection; Internal medicine; Bioinformatics; Biology; Bacteria; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855236,0.0001738668,0.0003187465,0.0002203144,0.0003563702,0.0004019474,0.0001600427,0.0003421329,0.0007989674],"category_scores_gemma":[0.001522292,0.0001125467,0.0002340729,0.0001953695,0.000375534,0.0002244864,0.0004416361,0.0002408846,0.00007523422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002986299,"about_ca_system_score_gemma":0.0003016459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004749151,"about_ca_topic_score_gemma":0.01046955,"domain_scores_codex":[0.9996798,0.00008940463,0.00002730049,0.00006091194,0.00006606288,0.00007658686],"domain_scores_gemma":[0.999334,0.0001074182,0.000249093,0.00002473652,0.00008596109,0.0001986588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002339283,0.0003538188,0.9741718,0.0001398793,0.0001570551,0.0002353851,0.001084133,0.0000778126,0.008979687,0.00001669586,0.0001857999,0.01225876],"study_design_scores_gemma":[0.000007508853,0.0008169128,0.9982193,0.00001528071,0.00002775933,0.00009652768,0.0004473631,0.00004747198,0.0002318265,0.00001294708,0.0000738117,0.000003265324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995882,0.0002602001,0.0000175794,0.00001725548,0.000002566933,0.000004264829,0.00003680408,5.321581e-7,0.00007253532],"genre_scores_gemma":[0.999632,0.0001396349,0.00008070767,0.00003313819,0.000004165542,0.000005934402,0.00004490581,4.419637e-7,0.00005914692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004749151,"threshold_uncertainty_score":0.009442985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09201525353275286,"score_gpt":0.4451023708920249,"score_spread":0.353087117359272,"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."}}