{"id":"W3135773119","doi":"10.1093/jtm/taab028","title":"Travel-associated multidrug-resistant organism acquisition and risk factors among US military personnel","year":2021,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Uniformed Services University of the Health Sciences; National Institutes of Health; Henry M. Jackson Foundation","keywords":"Medicine; Incidence (geometry); Antibiotic resistance; Colonization; Environmental health; Antibiotics; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001137645,0.0003835067,0.001320805,0.0003993759,0.0002446729,0.00001075665,0.000124433,0.0003848163,0.0005379894],"category_scores_gemma":[0.001692381,0.0002810795,0.0001980635,0.0004660203,0.0003485878,0.0001879194,0.00002789408,0.001339388,0.000005536076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003427401,"about_ca_system_score_gemma":0.0003660688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737616,"about_ca_topic_score_gemma":0.0002657473,"domain_scores_codex":[0.9964148,0.0003010061,0.001394005,0.0003604317,0.00101084,0.0005189441],"domain_scores_gemma":[0.9968566,0.0004306759,0.0007483067,0.0002833916,0.0008209268,0.0008601518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001921653,0.001446997,0.6866065,0.0009111628,0.002786778,0.007135685,0.07580649,0.00003210875,0.2155717,0.00005129062,0.005406232,0.002323387],"study_design_scores_gemma":[0.0086973,0.001857922,0.9532323,0.001967429,0.001513821,0.0007605964,0.02440249,0.0003102173,0.006877886,0.0000725908,0.00008541257,0.0002220397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854191,0.009586676,0.0002375314,0.003218685,0.0009188415,0.0002834948,0.00005661606,0.00003212627,0.0002469266],"genre_scores_gemma":[0.9910312,0.006073226,0.0009198192,0.0005322162,0.0008596307,0.000001671363,0.00006494283,0.00006680269,0.0004505222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2666257,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741086398440165,"score_gpt":0.2744937764261143,"score_spread":0.2570829124417127,"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."}}