{"id":"W4415189282","doi":"10.3390/antibiotics14101018","title":"Trends in Pseudomonas aeruginosa In Vitro Susceptibility to Ceftolozane/Tazobactam in Latin America: SMART Surveillance Program, 2016–2024","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Broth microdilution; Pseudomonas aeruginosa; Latin Americans; Limiting; Antimicrobial","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":[0.00120934,0.0003670165,0.0002558517,0.001604693,0.0001598461,0.0006149655,0.0003930799,0.0002122918,0.0006651182],"category_scores_gemma":[0.001728398,0.0001822055,0.0004275728,0.001869744,0.0001792266,0.0004830484,0.0004867249,0.0002373122,0.0002003381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042276,"about_ca_system_score_gemma":0.0009875656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05855185,"about_ca_topic_score_gemma":0.04535466,"domain_scores_codex":[0.9995432,0.00009031108,0.00007367785,0.0001019149,0.0001065293,0.0000844873],"domain_scores_gemma":[0.9980648,0.0001029717,0.00103097,0.00007511189,0.0006194043,0.0001068051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001078121,0.00001902,0.9902449,0.00006332961,0.00007948163,0.00004602062,0.0001548695,0.0001885487,0.001000294,0.00003184346,0.0008623816,0.007201584],"study_design_scores_gemma":[0.000005323245,0.00004344004,0.996633,0.00003022313,0.00002620688,0.00007450765,0.000295335,0.0002159364,0.0003624351,0.000009244985,0.002300167,0.000004211467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974426,0.002082504,0.000536176,0.0004268287,0.00002741651,0.00004796207,0.01898204,0.00009257194,0.003378508],"genre_scores_gemma":[0.9791986,0.001499012,0.001030769,0.000151367,0.00003240121,0.00008578777,0.01700004,0.00001967059,0.0009823416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05855185,"threshold_uncertainty_score":0.1164221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008764429978024046,"score_gpt":0.28423971151118,"score_spread":0.275475281533156,"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."}}