{"id":"W2117107959","doi":"10.1513/annalsats.201402-050as","title":"Antibiotic Management of Lung Infections in Cystic Fibrosis. I. The Microbiome, Methicillin-Resistant <i>Staphylococcus aureus</i> , Gram-Negative Bacteria, and Multiple Infections","year":2014,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Cystic fibrosis; Microbiome; Pseudomonas aeruginosa; Medicine; Antibiotics; Staphylococcus aureus; Intensive care medicine; Immunology; Antibiotic resistance; Disease; Microbiology; Lung; Bacteria; Biology; Bioinformatics; Pathology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001485855,0.0005201396,0.002334941,0.0002154485,0.0002667405,0.00004090854,0.0005074491,0.00015841,0.00001108955],"category_scores_gemma":[0.0008506533,0.0003080124,0.001339282,0.002666809,0.002494417,0.00007798071,0.0005237134,0.0008862069,0.000003952724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378111,"about_ca_system_score_gemma":0.0002457067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008375005,"about_ca_topic_score_gemma":0.0000897846,"domain_scores_codex":[0.996232,0.001024476,0.001110201,0.0005692454,0.0005090075,0.0005551106],"domain_scores_gemma":[0.9938694,0.002933278,0.001600383,0.00114022,0.0003182691,0.0001384632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005169699,0.002190086,0.00456401,0.170074,0.008965835,0.00001213824,0.001587172,0.0001253226,0.01450631,0.0001942098,0.009503369,0.7877606],"study_design_scores_gemma":[0.001604757,0.002366338,0.02758731,0.09830229,0.00761531,0.00004754608,0.002476461,0.0003713788,0.00512363,0.0004377393,0.8525399,0.001527334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03461438,0.9587062,0.0004254597,0.0008975452,0.0002171665,0.004171147,0.0007777219,0.0000567703,0.0001335937],"genre_scores_gemma":[0.03127151,0.9648029,0.003302284,0.0001949951,0.00006445486,0.0001370915,0.00004573892,0.00007075872,0.0001102467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8430365,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05588941339031683,"score_gpt":0.4130381095534101,"score_spread":0.3571486961630933,"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."}}