{"id":"W2281035403","doi":"10.1177/089686080302300111","title":"Biofilm Infections in Peritoneal Dialysis-Related Peritonitis: Comparison of Standard MIC and MBEC in Evaluation of Antibiotic Sensitivity of Coagulase-Negative Staphylococci","year":2003,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Peritoneal dialysis; Medicine; Peritonitis; Antibiotics; Coagulase; Biofilm; Microbiology; Intensive care medicine; Staphylococcus; Internal medicine; Staphylococcus aureus; Bacteria; Biology","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":[0.001237188,0.0001890814,0.0005575694,0.0003686648,0.00004097362,0.00001842625,0.00007681305,0.0002132572,0.00006068855],"category_scores_gemma":[0.000769768,0.0002059076,0.0001561093,0.0003678681,0.0003190274,0.0000220212,0.00006314916,0.0001483812,4.637824e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008195535,"about_ca_system_score_gemma":0.0001907797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161849,"about_ca_topic_score_gemma":0.004710309,"domain_scores_codex":[0.9976357,0.0005804125,0.0008092906,0.0003677007,0.0004216094,0.0001852471],"domain_scores_gemma":[0.9987015,0.0001012306,0.000405606,0.0001977166,0.0005452848,0.00004865064],"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":[0.0001550681,0.0003335658,0.2214886,0.00002520027,0.0001731259,0.000001388684,0.0006658801,0.001255152,0.7740729,0.0001184997,0.000004818499,0.0017058],"study_design_scores_gemma":[0.001749119,0.0002416982,0.1624859,0.000089882,0.0001284256,0.000009870054,0.0008912429,0.00702152,0.8270895,0.00004727375,0.00004740932,0.0001982117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983442,0.0002261701,0.00004402833,0.00004476368,0.0002732334,0.0002599397,0.0002734975,0.00000389584,0.0005302004],"genre_scores_gemma":[0.9991182,0.00009509211,0.0004967088,0.000005674664,0.00004240558,0.000006672421,0.0002127901,0.00001474277,0.000007688433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05900275,"threshold_uncertainty_score":0.8396669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563343382912098,"score_gpt":0.3000182423776944,"score_spread":0.2843848085485734,"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."}}