{"id":"W4390347641","doi":"10.1093/jacamr/dlad149","title":"Susceptibility of Gram-negative isolates collected in South Korea to imipenem/relebactam and comparator agents—SMART 2018–21","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Merck Sharp and Dohme; Merck","keywords":"Gram; Imipenem; Comparator; Medicine; Microbiology; Biology; Antibiotic resistance; Antibiotics; Genetics; Bacteria; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003111533,0.0003178725,0.000532678,0.0001633208,0.0001123675,0.00005419618,0.0003417709,0.0002240169,0.00003308655],"category_scores_gemma":[0.0005253885,0.0003287644,0.0001083944,0.0008445234,0.0003216791,0.00001249485,0.0002253011,0.0001457566,0.00003709717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005966039,"about_ca_system_score_gemma":0.0001388607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152733,"about_ca_topic_score_gemma":0.004702749,"domain_scores_codex":[0.9977082,0.0001644019,0.0006234284,0.0008044812,0.0001595239,0.0005399585],"domain_scores_gemma":[0.9987088,0.00008271398,0.0002506563,0.0006232352,0.000185726,0.0001488148],"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":[0.001416196,0.00008843052,0.1133194,0.0001496494,0.00005364079,0.000008440498,0.0004672207,0.00002629979,0.8480149,0.00002792797,0.03639513,0.00003281327],"study_design_scores_gemma":[0.001112006,0.0001546671,0.6365756,0.0001908886,0.00002150539,0.000002395967,0.0002251338,0.00003439287,0.3576079,0.00005155931,0.003621734,0.0004021664],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979481,0.00008106267,0.0001082526,0.0002274564,0.0002077156,0.00064858,0.0003416212,0.00003566402,0.0004016058],"genre_scores_gemma":[0.9941108,0.0001414137,0.00245218,0.000166532,0.00006170719,0.00001320746,0.000132376,0.00004362645,0.002878145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5232563,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461987966616787,"score_gpt":0.2619236714148747,"score_spread":0.2473037917487068,"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."}}