{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001678416,0.0001553903,0.0002762474,0.00005094709,0.00004829074,0.00001400374,0.00007212562,0.00008895343,0.00002589361],"category_scores_gemma":[0.0001252245,0.0001550019,0.00005785448,0.0001801745,0.00007713394,0.000008204153,0.00007964251,0.00005996901,0.000003450114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003570861,"about_ca_system_score_gemma":0.00008340427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199856,"about_ca_topic_score_gemma":0.002201057,"domain_scores_codex":[0.9989079,0.00009808352,0.0002771413,0.0004237658,0.00007514621,0.0002179316],"domain_scores_gemma":[0.9993545,0.00004137089,0.00007443168,0.0001674618,0.0003084662,0.00005379073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006279125,0.000235488,0.01190362,0.00002533737,0.00005160686,0.000009239736,0.0008009791,0.00003563726,0.9652642,0.00001349918,0.02040435,0.000628117],"study_design_scores_gemma":[0.001659694,0.0001616935,0.1155573,0.00003937093,0.000003373143,0.000006229626,0.0004103969,0.00000413489,0.8691982,0.00004744379,0.01268337,0.0002287471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971825,0.00006021599,0.00006302217,0.001444666,0.0001288649,0.000421507,0.0006482529,0.000002885798,0.00004802581],"genre_scores_gemma":[0.9933357,0.0005740935,0.001018244,0.004427339,0.00006717623,0.00002134068,0.00007580748,0.00001312724,0.0004671596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036537,"threshold_uncertainty_score":0.6320794,"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."}}