{"id":"W2997602158","doi":"10.1128/mbio.02820-19","title":"Long-Term Effects of Early-Life Antibiotic Exposure on Resistance to Subsequent Bacterial Infection","year":2019,"lang":"en","type":"article","venue":"mBio","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; Groupe Pasteur Mutualité; National Institute of Allergy and Infectious Diseases; Philippe Foundation","keywords":"Antibiotics; Citrobacter rodentium; Microbiology; Gut flora; Biology; Antibiotic resistance; Citrobacter; Disease; Colitis; Immunology; Medicine; Enterobacteriaceae; Escherichia coli; Pathology","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":[0.00007211157,0.0001101545,0.0001484586,0.00003884853,0.00002820462,0.0000127036,0.00008000368,0.000132646,0.00002405115],"category_scores_gemma":[0.00003093432,0.0001052868,0.00005903789,0.00006174294,0.00001861821,0.00000224719,0.00003918666,0.00005821855,0.00009839854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002075247,"about_ca_system_score_gemma":0.00005244556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003461185,"about_ca_topic_score_gemma":0.0001092686,"domain_scores_codex":[0.9992837,0.00004842861,0.0001513603,0.0002584954,0.00006993355,0.0001880794],"domain_scores_gemma":[0.999491,0.000007937692,0.00006729533,0.0003104493,0.00003678053,0.00008647431],"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":[0.0002416143,0.00006103693,0.1722406,0.0002323088,0.00001591971,0.000001516534,0.0000287899,0.00000166892,0.8264886,0.00003116191,0.0005249095,0.0001319048],"study_design_scores_gemma":[0.0003808661,0.0007692176,0.541755,0.00007363962,0.000005132869,7.593184e-7,5.293415e-7,4.129938e-8,0.4559498,0.000001198936,0.0009921525,0.00007161747],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983863,0.0001167336,0.00003534726,0.0000692005,0.0006332838,0.000386824,0.000009554463,0.000008923587,0.000353815],"genre_scores_gemma":[0.9984971,0.00004352422,0.00004354239,0.000283998,0.0001685,0.000002930302,0.00005292743,0.00001545463,0.0008919692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705387,"threshold_uncertainty_score":0.4293471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006577027457530138,"score_gpt":0.2433484412532553,"score_spread":0.2367714137957251,"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."}}