{"id":"W2888944359","doi":"10.1128/cmr.00019-18","title":"Epidemiology, Biology, and Impact of Clonal Pseudomonas aeruginosa Infections in Cystic Fibrosis","year":2018,"lang":"en","type":"review","venue":"Clinical Microbiology Reviews","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; University of Calgary","funders":"","keywords":"Pseudomonas aeruginosa; Cystic fibrosis; Epidemiology; Biology; Microbiology; Pseudomonadaceae; Medicine; Immunology; Bacteria; Genetics; 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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007547173,0.0008117528,0.01101691,0.0005743925,0.00006638152,0.000004396727,0.0004253534,0.001752774,0.0003746408],"category_scores_gemma":[0.03506954,0.0004973008,0.002871066,0.0007655451,0.004318778,0.00005109542,0.0004984356,0.00195661,0.0004230078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987243,"about_ca_system_score_gemma":0.001082476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104967,"about_ca_topic_score_gemma":0.00005101185,"domain_scores_codex":[0.9861023,0.006081641,0.005496788,0.00138233,0.00002464974,0.0009122278],"domain_scores_gemma":[0.9809278,0.01540392,0.001938786,0.001109117,0.0001844448,0.0004359622],"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":[0.0001735947,0.0005853398,0.1179393,0.02326143,0.0007453698,0.000006103611,0.000006425672,1.213414e-7,0.0001068867,0.0001324794,0.01026913,0.8467739],"study_design_scores_gemma":[0.0007783354,0.004260144,0.002234238,0.02391758,0.00093631,0.001248596,8.985048e-7,0.000001835374,3.011034e-7,0.0003252427,0.9659488,0.0003477014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007464388,0.9947624,0.00006201991,0.00007277453,0.000443245,0.003105026,0.0006973313,0.00003060669,0.00008010762],"genre_scores_gemma":[0.00003825851,0.9914639,0.006258801,0.0001204454,0.0005091416,0.0004174549,0.001033154,0.00005248314,0.0001063694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9556797,"threshold_uncertainty_score":0.9997479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.182175792745133,"score_gpt":0.5395378346027712,"score_spread":0.3573620418576382,"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."}}