{"id":"W4385949038","doi":"10.3390/pathogens12081053","title":"Biologically Relevant Murine Models of Chronic Pseudomonas aeruginosa Respiratory Infection","year":2023,"lang":"en","type":"article","venue":"Pathogens","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Deutsche Forschungsgemeinschaft; Queen's University Belfast; European Commission","keywords":"Pseudomonas aeruginosa; Chronic infection; Cystic fibrosis; Lung infection; Microbiology; Antibiotics; Respiratory infection; Pathogen; Antimicrobial; Biology; Medicine; Immunology; Lung; Respiratory system; Immune system; Bacteria; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004683154,0.0001345708,0.0003114235,0.0002533018,0.00005764149,0.000006164541,0.00008138955,0.00009102721,0.000122395],"category_scores_gemma":[0.0007016869,0.0001049955,0.0001253893,0.0006534341,0.0001519673,0.00007253,0.0001140544,0.0001911254,0.0001804686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340652,"about_ca_system_score_gemma":0.0001816261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003701485,"about_ca_topic_score_gemma":0.00002673302,"domain_scores_codex":[0.9985186,0.00008369527,0.0003302138,0.000310243,0.0003766385,0.0003806173],"domain_scores_gemma":[0.9990214,0.0001889281,0.00008589988,0.0003776369,0.0001764286,0.0001497707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001869153,0.0001329499,0.01000932,0.0002983215,0.00004139298,0.0001429663,0.00005287879,0.001507366,0.9705645,0.0006810783,0.0009275411,0.0154548],"study_design_scores_gemma":[0.005779483,0.008077231,0.639024,0.001059953,0.0002051713,0.0002110395,0.0001242451,0.05358012,0.2001615,0.01006317,0.080892,0.0008220406],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944056,0.0008795183,0.001653061,0.0002802467,0.000136239,0.0004494357,0.00006817677,0.0002585633,0.00186921],"genre_scores_gemma":[0.99709,0.0009790033,0.001245981,0.00007011608,0.000210962,0.00006094152,0.00005220838,0.00002314368,0.0002675771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.770403,"threshold_uncertainty_score":0.4281591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973774385847488,"score_gpt":0.3258083334179807,"score_spread":0.2760705895595058,"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."}}