{"id":"W4283587040","doi":"10.1128/spectrum.00640-22","title":"Subinhibitory Concentrations of Antibiotics Exacerbate Staphylococcal Infection by Inducing Bacterial Virulence","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Health and Medical Research Fund; Food and Health Bureau; University Grants Committee","keywords":"Antibiotics; Virulence; Microbiology; Bacteremia; Tetracycline; Biology; In vivo; Peritonitis; Ampicillin","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":[0.0002650167,0.0001197937,0.0001491129,0.00004421249,0.0002325343,0.0000169443,0.0001403422,0.0001077238,0.0003642897],"category_scores_gemma":[0.00005897127,0.0001400839,0.00006938949,0.0001168091,0.0001583479,0.000005610232,0.0001694804,0.0001550406,0.000006339072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004748681,"about_ca_system_score_gemma":0.00009325724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001258584,"about_ca_topic_score_gemma":0.0001039654,"domain_scores_codex":[0.9988315,0.0002347839,0.0003161571,0.0003571317,0.00003930535,0.00022116],"domain_scores_gemma":[0.9994553,0.00001512357,0.0001827525,0.0002676915,0.00004127574,0.00003788158],"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":[0.00005570705,0.0001060307,0.01523747,0.000008745464,0.00002243641,4.011269e-7,0.00005320125,0.00003480284,0.9816869,0.00005694573,0.002665582,0.00007174457],"study_design_scores_gemma":[0.000366068,0.0002758844,0.005273078,0.000003638697,0.00001092983,0.00002168584,0.00005172882,0.00001648502,0.971163,0.00002012314,0.022649,0.0001484158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978619,0.00007994145,0.0003578187,0.0001413834,0.0009310305,0.0001837451,0.0003202769,0.00002149929,0.0001024344],"genre_scores_gemma":[0.9980971,0.00002684344,0.0001007589,0.00008502509,0.0001549913,0.00000263321,0.001289159,0.00001372435,0.0002297613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01998342,"threshold_uncertainty_score":0.5712454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007810772119505395,"score_gpt":0.2205224070742702,"score_spread":0.2127116349547648,"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."}}