{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003306863,0.0001375049,0.0003712065,0.0007583572,0.00009415658,0.00007359729,0.0004767283,0.0001293772,0.001772734],"category_scores_gemma":[0.005445219,0.00009660387,0.00006996129,0.001251983,0.0003491202,0.000648342,0.0003420864,0.0002985586,0.0003679281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005236139,"about_ca_system_score_gemma":0.001146459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002380481,"about_ca_topic_score_gemma":0.00038548,"domain_scores_codex":[0.9965178,0.0005428723,0.0005103876,0.0004925545,0.001319544,0.0006168438],"domain_scores_gemma":[0.9970935,0.001253208,0.00009660503,0.0007508151,0.0004572896,0.0003486021],"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":[0.003736239,0.0006936924,0.1915928,0.0001776218,0.00002971081,0.00004275106,0.0001635416,0.000008410941,0.7043407,0.0005095612,0.01651459,0.08219043],"study_design_scores_gemma":[0.005005826,0.002281494,0.8756577,0.001204077,0.000009847488,0.000008046728,0.00003720188,0.00005555513,0.05963792,0.001884281,0.05406704,0.0001510562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986076,0.0005155393,0.0007545305,0.003275122,0.0001088442,0.00223584,0.00001972297,0.00002977505,0.006984638],"genre_scores_gemma":[0.992388,0.0001909816,0.002506009,0.00004358634,0.0001617773,0.0002561233,0.000009390501,0.00003457506,0.004409529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6840649,"threshold_uncertainty_score":0.9991398,"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."}}