{"id":"W3185259464","doi":"10.1016/j.jgar.2021.07.012","title":"Surveillance of ceftobiprole against Gram-positive and Gram-negative clinical isolates from 2018 from different European territories","year":2021,"lang":"en","type":"article","venue":"Journal of Global Antimicrobial Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cardiome Pharma Corp.","keywords":"Broth microdilution; Microbiology; Streptococcus pneumoniae; Minimum inhibitory concentration; Staphylococcus aureus; Biology; Antibiotics; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001551012,0.0004336381,0.0003195736,0.001060187,0.0002377459,0.0007618636,0.0003879193,0.0003852153,0.0005836867],"category_scores_gemma":[0.002323839,0.0001442988,0.000337608,0.001262676,0.0002588395,0.0003817464,0.0004881756,0.0002240341,0.0001992965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004932706,"about_ca_system_score_gemma":0.0007055491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007247066,"about_ca_topic_score_gemma":0.005204722,"domain_scores_codex":[0.9983295,0.0004319259,0.0002966526,0.0003223273,0.0004538929,0.0001657178],"domain_scores_gemma":[0.9959351,0.0003628245,0.001904222,0.0001366972,0.001452737,0.0002083946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008697502,0.0001959243,0.9505579,0.00018481,0.0001368628,0.0009246689,0.000588878,0.00024053,0.02424707,0.00009220126,0.000611929,0.02134947],"study_design_scores_gemma":[0.00002690223,0.0007617025,0.9688451,0.0000644254,0.00007814269,0.00405956,0.0008526295,0.0002999197,0.01980579,0.00001642446,0.005174255,0.00001506594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950164,0.0008645593,0.0005105567,0.00005964586,0.000008167255,0.00004711006,0.001792083,0.00001306495,0.001688374],"genre_scores_gemma":[0.9921558,0.0006404937,0.001316741,0.0001155911,0.00001754987,0.00004741656,0.005123129,0.00000892848,0.0005743785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007247066,"threshold_uncertainty_score":0.01440978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008013243552125142,"score_gpt":0.2556684097533611,"score_spread":0.247655166201236,"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."}}