{"id":"W4409729441","doi":"10.3390/antibiotics14050427","title":"Overcoming Pseudomonas aeruginosa in Chronic Suppurative Lung Disease: Prevalence, Treatment Challenges, and the Promise of Bacteriophage Therapy","year":2025,"lang":"en","type":"review","venue":"Antibiotics","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Cystic Fibrosis Foundation","keywords":"Pseudomonas aeruginosa; Phage therapy; Medicine; Cystic fibrosis; Antibiotics; Intensive care medicine; Antibiotic resistance; Disease; Bacteriophage; Clinical trial; Immunology; Microbiology; Internal medicine; Bacteria; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006149813,0.0004727043,0.001160851,0.001676558,0.0002045393,0.00101822,0.000518772,0.001070683,0.002602158],"category_scores_gemma":[0.0008434255,0.0001698196,0.0006866091,0.001147158,0.0003274981,0.0009356836,0.0005472901,0.001472726,0.0009809387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027596,"about_ca_system_score_gemma":0.001057998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008614057,"about_ca_topic_score_gemma":0.001801657,"domain_scores_codex":[0.9997497,0.0000587756,0.00003995299,0.00002962972,0.00009679532,0.00002518672],"domain_scores_gemma":[0.999621,0.0001982656,0.00005379914,0.000009731026,0.000088209,0.00002904289],"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":[0.0000983573,0.00008979635,0.0002626523,0.04114274,0.0001465221,0.000234468,0.0001096345,0.0002919544,0.002856185,0.002855184,0.01738342,0.9345291],"study_design_scores_gemma":[0.00002671306,0.0002589875,0.001509448,0.01181099,0.0002671137,0.001922269,0.0001326049,0.0001435255,0.0007950678,0.00169642,0.9814146,0.00002230934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001257763,0.9992099,0.00004813144,0.000201662,0.00008846557,0.00000252709,0.000008442591,0.000003180055,0.0003119026],"genre_scores_gemma":[0.0007266271,0.9987533,0.0001022494,0.0001220237,0.00007046331,0.000003800191,0.00001394157,9.286073e-7,0.0002065539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002602158,"threshold_uncertainty_score":0.00870508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254903574773432,"score_gpt":0.3048083408785058,"score_spread":0.2793179834011627,"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."}}