{"id":"W4407972759","doi":"10.3390/microorganisms13030511","title":"Isolation, Characterization, and Genomic Analysis of Bacteriophages Against Pseudomonas aeruginosa Clinical Isolates from Early and Chronic Cystic Fibrosis Patients for Potential Phage Therapy","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Brock University; University of Alberta; National Research Council Canada","funders":"","keywords":"Galleria mellonella; Phage therapy; Pseudomonas aeruginosa; Virulence; Lytic cycle; Bacteriophage; Microbiology; Biology; Cystic fibrosis; Antibiotic resistance; Antibiotics; Virology; Virus; Gene; Bacteria; Genetics; Escherichia coli","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":[0.0001696558,0.0002969124,0.0003818068,0.0004326711,0.0002043954,0.0003319046,0.0001179446,0.0002765252,0.0005321324],"category_scores_gemma":[0.0005039779,0.0001166684,0.0003291285,0.00038011,0.0001662584,0.0001540919,0.0002327525,0.0003335766,0.0002015344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007736093,"about_ca_system_score_gemma":0.0002039245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006993305,"about_ca_topic_score_gemma":0.0007247757,"domain_scores_codex":[0.9997885,0.00003465432,0.00002745998,0.00004943164,0.0000611265,0.00003894633],"domain_scores_gemma":[0.9997103,0.00008260002,0.00005322814,0.00002419995,0.00008345836,0.00004621861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001106355,0.00005975677,0.008554744,0.00004656064,0.000008146525,0.00008467722,0.00008967893,0.00005020707,0.9878967,0.00001320348,0.00003537444,0.003050491],"study_design_scores_gemma":[0.00005502227,0.00414015,0.3585208,0.00005461882,0.0001873643,0.002751136,0.001041027,0.001856222,0.6264033,0.0001061624,0.0048502,0.00003399199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971324,0.0004398658,0.001630084,0.00003501753,0.000009472887,0.00007033668,0.0003890606,0.00001279478,0.0002808915],"genre_scores_gemma":[0.9903847,0.0005761135,0.005965377,0.00008767453,0.00001959968,0.00009723112,0.001623069,0.00001946621,0.001226646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006993305,"threshold_uncertainty_score":0.001780093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005291222087102304,"score_gpt":0.2339594778430511,"score_spread":0.2286682557559488,"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."}}