{"id":"W3215645663","doi":"10.1128/aac.01990-21","title":"<i>In Vitro</i> Susceptibility of Gram-Negative Pathogens to Cefiderocol in Five Consecutive Annual Multinational SIDERO-WT Surveillance Studies, 2014 to 2019","year":2021,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stenotrophomonas maltophilia; Acinetobacter baumannii; Pseudomonas aeruginosa; Burkholderia; Burkholderia cepacia complex; Broth microdilution","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00520835,0.0003666105,0.0003910042,0.001105405,0.0002959159,0.000700655,0.0003564252,0.0003475141,0.0004685095],"category_scores_gemma":[0.004260655,0.0002006166,0.0005887718,0.001170593,0.0003612908,0.0003285025,0.0006970317,0.000310956,0.0001043672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800054,"about_ca_system_score_gemma":0.0007524409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108284,"about_ca_topic_score_gemma":0.02153688,"domain_scores_codex":[0.9981043,0.0005693063,0.0004598641,0.0003259059,0.0003664769,0.0001740593],"domain_scores_gemma":[0.9919217,0.001239151,0.003746778,0.0006481298,0.002043704,0.0004006172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001049395,0.00008901417,0.981353,0.0001364136,0.0003025661,0.0001562013,0.0002582782,0.0002937388,0.006794509,0.00003001532,0.0009819075,0.008554954],"study_design_scores_gemma":[0.0000262585,0.001539337,0.9893427,0.00003752056,0.0002379092,0.0005430834,0.0003116801,0.0001511312,0.004895504,0.000009576255,0.002894487,0.00001072867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937508,0.001293902,0.0003446964,0.0001100426,0.00002337078,0.00005970444,0.003185081,0.00001371446,0.001218708],"genre_scores_gemma":[0.9920161,0.0004733559,0.0008398315,0.0001468751,0.00002313493,0.00006403396,0.006095055,0.000007093949,0.000334514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108284,"threshold_uncertainty_score":0.02754468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007008621343854265,"score_gpt":0.2773883812422138,"score_spread":0.2703797598983595,"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."}}