{"id":"W2095961354","doi":"10.1128/aac.00650-12","title":"Mature Pseudomonas aeruginosa Biofilms Prevail Compared to Young Biofilms in the Presence of Ceftazidime","year":2012,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"","keywords":"Ceftazidime; Biofilm; Pseudomonas aeruginosa; Microbiology; Ciprofloxacin; Antibiotics; Meropenem; Gentamicin; Bacteria; Biology; Pseudomonadaceae; Pseudomonadales; Antibiotic resistance","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":[0.0001531756,0.0001905959,0.000330962,0.0001383132,0.0001207629,0.0003437557,0.0001157719,0.0002597804,0.001319611],"category_scores_gemma":[0.0003802492,0.0001779169,0.0001163471,0.0000898436,0.0001337532,0.0003034145,0.0002713496,0.0003826782,0.000139731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138175,"about_ca_system_score_gemma":0.0001590087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005951554,"about_ca_topic_score_gemma":0.0008269445,"domain_scores_codex":[0.9998013,0.00002335405,0.00001514119,0.00004936755,0.00006635715,0.0000444948],"domain_scores_gemma":[0.999606,0.00007499893,0.00007898812,0.00002148251,0.000071002,0.0001475973],"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":[0.00009151782,0.00001421482,0.0007277548,0.00001400176,0.00000206283,0.00002666866,0.00003515995,0.000008495874,0.9983754,0.0000131134,0.00001071898,0.0006809682],"study_design_scores_gemma":[0.0000282598,0.002477479,0.1923097,0.00003584365,0.00003610304,0.0007373025,0.0005430185,0.001010092,0.8003879,0.000145436,0.002263732,0.00002522274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985788,0.0006508815,0.0003453135,0.00002978705,0.000007789657,0.000005735915,0.0000669955,0.000009684293,0.0003049464],"genre_scores_gemma":[0.9976972,0.0002959006,0.0007257171,0.00003208549,0.000008477918,0.00001503008,0.0001292552,0.000004031004,0.001092313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319611,"threshold_uncertainty_score":0.004414558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148625981003942,"score_gpt":0.2463709209358278,"score_spread":0.2348846611257883,"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."}}