{"id":"W2950950002","doi":"10.1101/243949","title":"Cross-feeding modulates antibiotic tolerance in bacterial communities","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Biology; Pseudomonas aeruginosa; Tetracycline; Multidrug tolerance; Obligate; Salmonella enterica; Antibiotics; Ampicillin; Microbiology; Facultative; Escherichia coli; Antibiotic resistance; Cross-resistance; Obligate anaerobe; Food science; Anaerobic exercise; Bacteria; Biofilm; Ecology; Physiology; Biochemistry; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002674925,0.0002541695,0.0003797866,0.0002335779,0.0002277921,0.0007762024,0.0002302772,0.0004975548,0.0009424351],"category_scores_gemma":[0.0004865037,0.0002040725,0.0001463329,0.0001554443,0.0003768521,0.0004451344,0.0008854695,0.0004460315,0.0001869308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374942,"about_ca_system_score_gemma":0.0002026338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005117157,"about_ca_topic_score_gemma":0.0004901605,"domain_scores_codex":[0.9995111,0.0000932605,0.00003003974,0.0001469573,0.0001157398,0.0001029279],"domain_scores_gemma":[0.9995617,0.00006618832,0.0001534507,0.00003480513,0.00008497232,0.00009877524],"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":[0.00007309621,0.00004991549,0.00350334,0.00002596751,0.000008565692,0.00002029216,0.00004000634,0.00005986639,0.9952449,0.00003496334,0.00002277316,0.000916258],"study_design_scores_gemma":[0.00001555078,0.0007740255,0.2402717,0.00002040261,0.00003500915,0.0002213748,0.0006057761,0.003940666,0.7521557,0.0003090517,0.001626039,0.00002476441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990421,0.0001792307,0.0003719949,0.00004106657,0.000006056268,0.000004217048,0.00005031361,0.00001253074,0.0002924883],"genre_scores_gemma":[0.999245,0.00006363385,0.0003393749,0.00003699971,0.00000348224,0.00000558275,0.00006165251,0.000006039099,0.000238193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009424351,"threshold_uncertainty_score":0.003152788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437027147060843,"score_gpt":0.2592691453365693,"score_spread":0.2348988738659608,"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."}}