{"id":"W2073824449","doi":"10.1126/science.1211037","title":"Active Starvation Responses Mediate Antibiotic Tolerance in Biofilms and Nutrient-Limited Bacteria","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":994,"is_retracted":false,"has_abstract":true,"ca_institutions":"Armand Frappier Museum; Institut National de la Recherche Scientifique; McGill University","funders":"National Heart, Lung, and Blood Institute; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Multidrug tolerance; Antibiotics; Bacteria; Starvation; Biofilm; Pseudomonas aeruginosa; Microbiology; Biology","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":[0.000284555,0.00009080491,0.00008598056,0.00009499638,0.00008781267,0.0000337704,0.0001219396,0.00006423223,0.000008720863],"category_scores_gemma":[0.0001427627,0.00008222057,0.00001365505,0.0002973675,0.0003798204,0.00002452836,0.00008748662,0.00004606633,0.000003599736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001201734,"about_ca_system_score_gemma":0.00008543835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004173312,"about_ca_topic_score_gemma":0.00004060868,"domain_scores_codex":[0.9991499,0.00003690098,0.0001272526,0.0003493746,0.00009374141,0.0002428542],"domain_scores_gemma":[0.9996203,0.000007297127,0.00006031565,0.0001783709,0.00006609075,0.00006761123],"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":[0.0002387499,0.00002227835,0.005957248,0.000003514723,0.00000153253,0.000002240794,0.0002353824,1.822804e-7,0.9914008,0.00005658851,0.000005721266,0.002075774],"study_design_scores_gemma":[0.0001924971,0.0001039019,0.3096111,0.00001428371,0.000001516094,0.000004517284,0.00007121965,0.00002204795,0.6895455,0.00001472611,0.0003349047,0.00008374074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992191,0.00007059599,0.000007897302,0.00005465686,0.0002471728,0.000106133,0.00001283622,0.000007428013,0.0002741955],"genre_scores_gemma":[0.9980646,0.0001197244,0.001600259,0.0001165327,0.00004145225,0.000001090066,0.00001068806,0.000005664403,0.00004002009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3036539,"threshold_uncertainty_score":0.3352858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971889755107726,"score_gpt":0.2439724537620176,"score_spread":0.2242535562109403,"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."}}