{"id":"W2157666459","doi":"10.1046/j.1462-2920.2003.00542.x","title":"<i>In vivo</i> functional genomics of <i>Pseudomonas aeruginosa</i> for high‐throughput screening of new virulence factors and antibacterial targets","year":2003,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Virulence; Mutant; Pseudomonas aeruginosa; Microbiology; Swarming motility; Gene; Genetics; Quorum sensing; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008902546,0.0001719895,0.0002596649,0.00003102884,0.00003696461,0.000003855309,0.00006475783,0.0002492017,0.00007109987],"category_scores_gemma":[0.00001672298,0.0001665716,0.00006980077,0.00002276369,0.0002147104,0.000008628941,0.00007188587,0.00006242267,6.82979e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001392236,"about_ca_system_score_gemma":0.00002746684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005321246,"about_ca_topic_score_gemma":0.00001478787,"domain_scores_codex":[0.9990833,0.00004724185,0.000294582,0.0003281399,0.00002408936,0.000222596],"domain_scores_gemma":[0.9996353,0.00002224105,0.0001545391,0.0001379139,0.000005617666,0.00004439487],"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":[0.0002315611,0.00005354594,0.0107757,0.0000104255,0.00003264172,4.501541e-7,0.0000344382,0.00001178095,0.9883319,0.00007670077,0.0003269725,0.0001138365],"study_design_scores_gemma":[0.001142978,0.0002958457,0.005984049,0.000007139332,0.00001406167,0.00002601995,0.00004280744,6.230114e-7,0.9671139,0.00002212159,0.02519488,0.0001556177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978349,0.0003881481,0.0007408758,0.00002611741,0.0003837794,0.0001899475,0.0004157143,0.000001922937,0.00001860099],"genre_scores_gemma":[0.9928164,0.0001958409,0.006383071,0.0001209148,0.0001009176,0.00000172488,0.0002844215,0.00001748078,0.00007924939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02486791,"threshold_uncertainty_score":0.6792591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007642116778803633,"score_gpt":0.1910183916440951,"score_spread":0.1833762748652915,"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."}}