{"id":"W2130400158","doi":"10.1183/09031936.00143614","title":"Short-chain fatty acids affect cystic fibrosis airway inflammation and bacterial growth","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; University of Toronto; Cystic Fibrosis Canada; European Respiratory Society; McGill University; Brigham and Women's Hospital","keywords":"Cystic fibrosis; Cystic fibrosis transmembrane conductance regulator; Butyrate; Sputum; Medicine; Propionate; Fibrosis; Microbiology; Internal medicine; Endocrinology; Biology; Biochemistry; Pathology; Fermentation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604052,0.0002431068,0.0003333808,0.0002322771,0.0002049826,0.0002420828,0.0001786891,0.00005471283,0.00009586287],"category_scores_gemma":[0.002636178,0.0001960089,0.00009703024,0.000211128,0.0001923509,0.0004263107,0.0001489632,0.0005836784,0.0001598915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840963,"about_ca_system_score_gemma":0.0002091567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001304584,"about_ca_topic_score_gemma":0.00000209124,"domain_scores_codex":[0.9969708,0.0009972908,0.000518252,0.0003065078,0.0007709547,0.0004361689],"domain_scores_gemma":[0.9981062,0.0001625065,0.0001459002,0.0002766525,0.0003762307,0.0009325306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004326351,0.0001075352,0.04428767,0.0002406853,0.0001420727,0.001890558,0.0007682987,0.00004574257,0.8551949,0.00009286191,0.01060792,0.08229537],"study_design_scores_gemma":[0.009981931,0.007116076,0.7695556,0.001092744,0.0002192785,0.003119637,0.0004850919,0.0002575305,0.06168635,0.0002137695,0.1454256,0.0008463266],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924825,0.001004481,0.001868357,0.000236496,0.0004149728,0.0003072335,0.00001113251,0.00007905065,0.003595801],"genre_scores_gemma":[0.9939314,0.00005565323,0.003213565,0.0001053099,0.002461328,0.000004742932,0.0000110966,0.00007080627,0.000146127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7935086,"threshold_uncertainty_score":0.799301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463014114057207,"score_gpt":0.2972423621325465,"score_spread":0.2626122209919745,"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."}}