{"id":"W2531731219","doi":"10.3747/pdi.2016.00136","title":"Microbiological Trends and Antimicrobial Resistance in Peritoneal Dialysis-Related Peritonitis, 2005 to 2014","year":2016,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Peritonitis; Peritoneal dialysis; Staphylococcus epidermidis; Antimicrobial; Staphylococcus aureus; Internal medicine; Staphylococcus; Antibiotic resistance; Microbiology; Antibiotics; Biology; Bacteria","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004550799,0.0003804839,0.0007579807,0.001035058,0.000116376,0.0001322169,0.0003290361,0.000193785,0.002695433],"category_scores_gemma":[0.0001878163,0.0002692838,0.0004251518,0.0005362584,0.0002734592,0.0001830811,0.0002773531,0.0001898782,0.0002523612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247627,"about_ca_system_score_gemma":0.00006509761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132522,"about_ca_topic_score_gemma":0.0007494973,"domain_scores_codex":[0.9969864,0.0001556634,0.0008291047,0.0009466381,0.0005065029,0.000575665],"domain_scores_gemma":[0.9988239,0.0001020154,0.0001516082,0.000385337,0.0001285509,0.0004085684],"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":[0.004569202,0.003464505,0.2074017,0.0001503266,0.003476801,0.001129692,0.002073024,0.0000617628,0.5404174,0.004897777,0.1046362,0.1277216],"study_design_scores_gemma":[0.006754333,0.0002278091,0.7723583,0.000618198,0.0007909156,0.00007457962,0.0001252655,0.0002098266,0.005063048,0.0002223032,0.2124468,0.00110862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494411,0.0004678915,0.0002192351,0.03498659,0.0007606707,0.000320898,0.0003165242,0.00009651099,0.01339062],"genre_scores_gemma":[0.9834239,0.0006404159,0.001470343,0.0009395487,0.0005749736,0.00008975729,0.0003022549,0.00003720416,0.01252155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5649566,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008130673123148162,"score_gpt":0.2601262413130508,"score_spread":0.2519955681899027,"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."}}