{"id":"W2148753657","doi":"10.1128/aac.00257-10","title":"Genetic Determinants Involved in the Susceptibility of <i>Pseudomonas aeruginosa</i> to β-Lactam Antibiotics","year":2010,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mutant; Pseudomonas aeruginosa; Antibiotics; Microbiology; Imipenem; Resistome; Ceftazidime; Biology; Etest; Phenotype; Meropenem; Genetics; Gene; Antibiotic resistance; Bacteria; Integron","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":[0.0002328324,0.0001962529,0.0002265219,0.00004070998,0.00005948104,0.00003817708,0.000367819,0.0001695989,0.00002394273],"category_scores_gemma":[0.0000312859,0.0001504203,0.00007298912,0.0001261147,0.0002121806,0.000005501705,0.00007470686,0.000128616,0.000003522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004519093,"about_ca_system_score_gemma":0.00003981615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009149064,"about_ca_topic_score_gemma":0.001210825,"domain_scores_codex":[0.998847,0.00005315481,0.0003247248,0.0003840088,0.0001114423,0.0002796652],"domain_scores_gemma":[0.9992532,0.00001547949,0.0001061523,0.0005106091,0.00005342756,0.00006115885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007988362,0.0001128297,0.4677979,0.00002244723,0.000009121658,0.000002943827,0.0001276403,7.588115e-7,0.5283361,0.000004837992,0.001970068,0.00153545],"study_design_scores_gemma":[0.0005534685,0.0001167246,0.685813,0.00002062802,0.000007154767,0.00001169223,0.00005513214,0.000006985043,0.307349,0.00001772177,0.005890153,0.0001582678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987746,0.00001161183,0.00008371847,0.0004578009,0.0001828627,0.0003647795,0.00002280705,0.000004975613,0.00009684832],"genre_scores_gemma":[0.9939655,0.0003275358,0.001957305,0.003528727,0.0001269984,7.475574e-7,0.00001238107,0.00002369664,0.00005712147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209871,"threshold_uncertainty_score":0.6133959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008483442934716173,"score_gpt":0.2532335542159922,"score_spread":0.244750111281276,"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."}}