{"id":"W2791561244","doi":"10.1093/femsle/fny026","title":"Diversification of Pseudomonas aeruginosa within the cystic fibrosis lung and its effects on antibiotic resistance","year":2018,"lang":"en","type":"review","venue":"FEMS Microbiology Letters","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; Canada Research Chairs; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Pseudomonas aeruginosa; Cystic fibrosis; Antibiotic resistance; Biology; Antibiotics; Microbiology; Antimicrobial; Genetic diversity; Bacteria; Genetics; Medicine; Population","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004838495,0.0004396194,0.001407996,0.0002663697,0.0001601379,0.00001933638,0.0003647585,0.000292445,0.00001064357],"category_scores_gemma":[0.0007784946,0.0002749696,0.0002507122,0.0003537901,0.0007336568,0.00004337046,0.0001479184,0.0005557651,0.00009636403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860547,"about_ca_system_score_gemma":0.0001215284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006700754,"about_ca_topic_score_gemma":0.000004795326,"domain_scores_codex":[0.9976227,0.0005428945,0.0005604309,0.0006970012,0.0001592447,0.0004177035],"domain_scores_gemma":[0.9967684,0.001812698,0.0005759307,0.0006480624,0.00009808375,0.00009681738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001091006,0.0001951003,0.0001972069,0.1468733,0.001847804,0.0001734723,0.0004219024,0.000002207459,0.7409786,0.0002783452,0.05540754,0.05253358],"study_design_scores_gemma":[0.001848719,0.001167004,0.000665244,0.09557968,0.003204801,0.0005592901,0.00002819161,0.00001168647,0.01790752,0.000008551373,0.8781223,0.0008970394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01280406,0.9835842,0.00004605547,0.0008118171,0.0004300923,0.002046051,0.0002041098,0.00003708291,0.00003648538],"genre_scores_gemma":[0.007308432,0.9887654,0.001904662,0.0006570358,0.0003555185,0.00005796444,0.0005122749,0.00007702813,0.0003616679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8227147,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816233694475534,"score_gpt":0.2985621453504764,"score_spread":0.280399808405721,"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."}}