{"id":"W2411782806","doi":"10.1016/j.rmed.2016.06.007","title":"Challenges in managing Pseudomonas aeruginosa in non-cystic fibrosis bronchiectasis","year":2016,"lang":"en","type":"review","venue":"Respiratory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University Belfast; Queen's University; University of Edinburgh; Newcastle University; Università degli Studi di Milano; Medical Research Council; University of South Carolina","keywords":"Medicine; Pseudomonas aeruginosa; Bronchiectasis; Cystic fibrosis; Intensive care medicine; Isolation (microbiology); Antibiotics; Pneumonia; Infection control; Internal medicine; Bioinformatics; Lung","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002400323,0.001079378,0.005126753,0.003257925,0.00006560468,0.00001752519,0.0006594404,0.0006022608,0.0004425329],"category_scores_gemma":[0.002905029,0.0007163773,0.0004249771,0.001591893,0.000578366,0.000192855,0.0002861432,0.001547204,0.0004110163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144514,"about_ca_system_score_gemma":0.0008051745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009229429,"about_ca_topic_score_gemma":0.000274675,"domain_scores_codex":[0.9927505,0.0007194908,0.00210322,0.001594016,0.001431455,0.001401364],"domain_scores_gemma":[0.9946895,0.002452901,0.0005174873,0.001579528,0.0001266893,0.0006338687],"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":[0.0001531591,0.0001225174,0.0001117662,0.0469483,0.0001045733,0.001338519,0.0001353002,5.513112e-7,0.00007923541,0.00007956136,0.001120389,0.9498062],"study_design_scores_gemma":[0.002793269,0.0008245588,0.0009263746,0.2168353,0.0002820297,0.0001485087,0.0001119184,0.000005669731,0.000005812027,0.00007910276,0.7774807,0.000506777],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004869881,0.9875966,0.00004181719,0.001137492,0.0003781127,0.002501138,0.00003012282,0.00009803238,0.008168041],"genre_scores_gemma":[0.0002934834,0.9967531,0.0003172819,0.0001778037,0.001271303,0.0006444502,0.0000456646,0.00020172,0.0002952163],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9492993,"threshold_uncertainty_score":0.9995287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033331042581661,"score_gpt":0.3975630009575683,"score_spread":0.2942298966994022,"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."}}