{"id":"W2341727155","doi":"10.1183/23120541.00064-2015","title":"MRSA eradication of newly acquired lower respiratory tract infection in cystic fibrosis","year":2016,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Queen's University; Pfizer; Cystic Fibrosis Canada; Queen's University Belfast; Association of Medical Microbiology and Infectious Disease Canada","keywords":"Medicine; Regimen; Fusidic acid; Cystic fibrosis; Sputum; Internal medicine; Rifampicin; Antibiotics; Lower respiratory tract infection; Respiratory tract infections; Staphylococcus aureus; Surgery; Respiratory system; Tuberculosis; Microbiology; Pathology; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446876,0.0001428223,0.0004187041,0.0003987398,0.0001938537,0.000372464,0.0001159551,0.0002419524,0.000380779],"category_scores_gemma":[0.003524267,0.00006899711,0.0002412546,0.0002938877,0.000258632,0.0003708494,0.000311325,0.0002413939,0.00009958538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078664,"about_ca_system_score_gemma":0.0002031327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008384646,"about_ca_topic_score_gemma":0.002304863,"domain_scores_codex":[0.9993109,0.0002752945,0.00008459487,0.00006889054,0.0001855072,0.00007490761],"domain_scores_gemma":[0.997923,0.0007609298,0.0008417706,0.00007071326,0.0002418796,0.0001617934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001852318,0.000253923,0.8710055,0.0006654043,0.000135414,0.001366034,0.0003691092,0.0002209769,0.01871968,0.00002637544,0.0004188129,0.1049664],"study_design_scores_gemma":[0.00002298042,0.002395105,0.9906921,0.00009735743,0.0001025431,0.002700784,0.0001541298,0.0002206679,0.00290868,0.00001878507,0.0006809715,0.000005904258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895223,0.009620142,0.0001820638,0.00004671515,0.000009126938,0.00002780623,0.00006203904,0.000005890306,0.0005239936],"genre_scores_gemma":[0.9983057,0.001196875,0.0002651248,0.00002315767,0.00001584125,0.000006469244,0.00007970936,0.000001398769,0.0001056315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001446876,"threshold_uncertainty_score":0.007651865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0916197114045495,"score_gpt":0.4356918691850698,"score_spread":0.3440721577805203,"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."}}