{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003872809,0.000588316,0.0006406692,0.0007909295,0.0005017352,0.0006634668,0.0003220866,0.001509853,0.001737957],"category_scores_gemma":[0.000832378,0.0001260723,0.0005368174,0.0004336689,0.0002712531,0.0005348422,0.0005781799,0.001199747,0.000775636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005241201,"about_ca_system_score_gemma":0.0005967163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008443571,"about_ca_topic_score_gemma":0.002694112,"domain_scores_codex":[0.99967,0.00009437319,0.00006035312,0.00002924689,0.0001101279,0.00003597226],"domain_scores_gemma":[0.9996824,0.00007911472,0.0001344062,0.00000546783,0.00004353441,0.00005504771],"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":[0.0002317572,0.0002379129,0.003547285,0.006650303,0.0000909777,0.004665717,0.0003235833,0.0006276118,0.006407674,0.001397511,0.07589104,0.8999286],"study_design_scores_gemma":[0.0001859175,0.003574433,0.03927688,0.01724487,0.0003092728,0.03990921,0.0007098134,0.0009417137,0.002408709,0.002429723,0.8929315,0.00007794794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003569667,0.9812381,0.0007974285,0.006107302,0.002716214,0.00004451972,0.00002863828,0.00004335992,0.005454762],"genre_scores_gemma":[0.03261606,0.9424751,0.002764354,0.007696141,0.009732607,0.000133354,0.000119418,0.00002118063,0.004441786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001737957,"threshold_uncertainty_score":0.005814016,"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."}}