{"id":"W2981595741","doi":"10.1093/ofid/ofz360.776","title":"708. In Vitro Activity of Plazomicin vs. Clinical Isolates of Gram-Negative Bacilli, Including Aminoglycoside Nonsusceptible and Multidrug-Resistant Subsets, Recovered from Patients Across Canada as Part of the CANWARD study, 2011–2018","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"U.S. Department of Health and Human Services","keywords":"Medicine; Microbiology; Aminoglycoside; Broth microdilution; Urinary system; Clinical microbiology; Antibiotics; Internal medicine; Biology; Minimum inhibitory concentration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442434,0.0002757427,0.0009240207,0.00008453526,0.0001511516,0.00002869592,0.0002856641,0.00008368258,0.0001359218],"category_scores_gemma":[0.000531155,0.000221922,0.0001535127,0.0002917855,0.0002070232,0.0003028257,0.0008627749,0.0002517901,0.000005719202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135578,"about_ca_system_score_gemma":0.0004568526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7765987,"about_ca_topic_score_gemma":0.6225879,"domain_scores_codex":[0.9976079,0.0003274296,0.00085177,0.0004826533,0.0003730825,0.0003571908],"domain_scores_gemma":[0.9974013,0.0007831312,0.0007866203,0.0006852602,0.000194018,0.0001496969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003954594,0.007006313,0.983681,0.000127037,0.0004972523,0.000006249796,0.0003043847,0.00006244827,0.002560108,0.000003201791,0.000483846,0.001313551],"study_design_scores_gemma":[0.007110667,0.002997411,0.9719923,0.0002862428,0.0002908275,0.000001394122,0.001284364,0.0001012355,0.01543456,0.00006580037,0.0002292425,0.0002060214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938908,0.00003905793,0.000001454556,0.0001081717,0.0004748953,0.003034166,0.001872043,0.00001302458,0.0005664056],"genre_scores_gemma":[0.9995406,0.00005492731,0.00002204287,0.00008638646,0.00001462936,0.00007110674,0.00006633121,0.00003002478,0.0001139948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540109,"threshold_uncertainty_score":0.9049717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139377342354723,"score_gpt":0.3092900786227683,"score_spread":0.2878963051992211,"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."}}