{"id":"W2147016467","doi":"10.1128/iai.70.4.1783-1790.2002","title":"<i>Pseudomonas aeruginosa</i> Quorum-Sensing Systems May Control Virulence Factor Expression in the Lungs of Patients with Cystic Fibrosis","year":2002,"lang":"en","type":"article","venue":"Infection and Immunity","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":295,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Foothills Medical Centre","funders":"University of Calgary; Cystic Fibrosis Foundation","keywords":"Quorum sensing; Pseudomonas aeruginosa; Autoinducer; Virulence; Cystic fibrosis; Biology; Homoserine; Microbiology; Virulence factor; Sputum; Lung; Immunology; Gene; Bacteria; Internal medicine; Pathology; Medicine; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001181336,0.0001122636,0.0001317714,0.00003345231,0.0001221284,0.000036892,0.00004837234,0.00009518712,0.000006731984],"category_scores_gemma":[0.00004412967,0.00007458963,0.00003050287,0.00007806499,0.00007747802,0.00001201443,0.00002759799,0.0001070669,0.000001209144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000814373,"about_ca_system_score_gemma":0.000006104366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004754861,"about_ca_topic_score_gemma":0.00003393313,"domain_scores_codex":[0.9992536,0.0002162006,0.0001749699,0.0001339983,0.00008844634,0.0001328174],"domain_scores_gemma":[0.9995542,0.00003597845,0.0001121833,0.0002015124,0.0000695112,0.00002666076],"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":[0.0001212178,0.00008117655,0.05958794,0.00002930039,0.00001129736,3.995305e-7,0.0001412349,0.0000172683,0.9386137,0.000003967282,0.0000655254,0.001326982],"study_design_scores_gemma":[0.002821261,0.0009390537,0.6841113,0.000263139,0.00003584405,0.00002539071,0.0001807322,0.0004002858,0.3047312,0.000002011767,0.006148213,0.0003415536],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990092,0.0002033044,0.0002338077,0.00002460061,0.000143929,0.0002047574,0.00002732202,0.000006428721,0.0001466445],"genre_scores_gemma":[0.9996926,0.00009729057,0.00005196467,0.00007474086,0.00003570048,0.000002313482,0.00002353673,0.000007554972,0.00001430737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6338825,"threshold_uncertainty_score":0.3041677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007397297435297047,"score_gpt":0.2003975018054923,"score_spread":0.1930002043701953,"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."}}