{"id":"W4321788503","doi":"10.3389/fcimb.2023.1102501","title":"The gastrointestinal antibiotic resistome in pediatric leukemia and lymphoma patients","year":2023,"lang":"en","type":"article","venue":"Frontiers in Cellular and Infection Microbiology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Izaak Walton Killam Health Centre; Dalhousie University","funders":"IWK Health Centre; Research Nova Scotia; Nova Scotia Health Research Foundation","keywords":"Resistome; Antibiotics; Efflux; Biology; Microbiology; Antibiotic resistance; Drug resistance; Multiple drug resistance; Genetics","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":[0.0002032945,0.0001062074,0.0001846754,0.0003408897,0.0001350732,0.00001608283,0.00002898971,0.0000751365,0.000003585058],"category_scores_gemma":[0.00005241543,0.00008399935,0.00003178602,0.0004760349,0.000140182,0.00004357695,0.00004354354,0.0001516178,0.00001204788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720844,"about_ca_system_score_gemma":0.00006442027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107495,"about_ca_topic_score_gemma":0.0001144673,"domain_scores_codex":[0.9991924,0.00008142112,0.0002094832,0.0002330773,0.00002871392,0.0002549215],"domain_scores_gemma":[0.999727,0.00004420074,0.00004962434,0.0001025317,0.00002938117,0.00004729117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008302131,0.00003911379,0.9866976,0.00004187538,0.00000513117,0.00001545226,0.00003249925,0.000005891589,0.00611023,0.00001612976,0.004514152,0.002438958],"study_design_scores_gemma":[0.002019935,0.000269417,0.990264,0.00003130215,0.00002549261,0.0001315871,0.00003678865,0.00007132968,0.0006124902,0.00006853556,0.006383849,0.00008525994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978877,0.0005584987,0.0001131488,0.0001214215,0.0007098783,0.0002276099,0.000004056253,0.00003517891,0.0003425645],"genre_scores_gemma":[0.9969604,0.002385855,0.00009657849,0.00006423335,0.00007435268,0.000009763831,0.00003940622,0.00001121254,0.0003582094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00549774,"threshold_uncertainty_score":0.3425394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006236453094740879,"score_gpt":0.2170090512242438,"score_spread":0.2107725981295029,"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."}}