{"id":"W2063985072","doi":"10.3109/00365548.2012.732240","title":"Antimicrobial susceptibility and combination testing of invasive<i>Stenotrophomonas maltophilia</i>isolates","year":2012,"lang":"en","type":"article","venue":"Scandinavian Journal of Infectious Diseases","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"University of California, Los Angeles; Calgary Laboratory Services","keywords":"Tigecycline; Stenotrophomonas maltophilia; Colistin; Microbiology; Broth microdilution; Etest; Antibiotics; Ticarcillin; Antimicrobial; Medicine; Biology; Levofloxacin; Antibiotic resistance; Imipenem; Pseudomonas aeruginosa; Minimum inhibitory concentration; Bacteria","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":[0.0001730787,0.0001129963,0.0001898573,0.0000747327,0.0001058718,0.000023503,0.00006272076,0.00006217556,0.00001275421],"category_scores_gemma":[0.0004928415,0.00009972796,0.00009847026,0.0001181589,0.0001143487,0.00002816586,0.00004028021,0.00006842747,6.988353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002835428,"about_ca_system_score_gemma":0.00007889943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001979992,"about_ca_topic_score_gemma":0.00001614005,"domain_scores_codex":[0.9992622,0.00007641947,0.0003065494,0.0001028264,0.00007652275,0.0001755335],"domain_scores_gemma":[0.9990312,0.00004295582,0.0003521171,0.0001115628,0.0003322472,0.0001298732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009027583,0.0002009022,0.6027283,0.00005468208,0.00003124771,0.000001183834,0.00002024712,0.000007455021,0.3960445,0.00002290069,0.00006416701,0.000734132],"study_design_scores_gemma":[0.00110527,0.00107047,0.8475609,0.0001516804,0.0001016618,0.0002759059,0.00004348267,0.000001827257,0.1491454,0.0001880191,0.0001913978,0.0001639361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982555,0.0009604517,0.0001191334,0.00001508213,0.0003547213,0.00008519242,0.00002805332,0.000004824698,0.0001770351],"genre_scores_gemma":[0.9992542,0.0002350069,0.0001271089,0.00002464547,0.0003221932,0.000001449639,0.000009220193,0.00001124077,0.00001492668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468991,"threshold_uncertainty_score":0.4066788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007480992135163022,"score_gpt":0.2271307434927238,"score_spread":0.2196497513575608,"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."}}