{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007140641,0.000191715,0.0002703928,0.003308282,0.000263355,0.0007216116,0.0004551358,0.0003354414,0.0009061745],"category_scores_gemma":[0.003019225,0.0001550584,0.0004891304,0.002853769,0.0002247236,0.0007504005,0.0005423085,0.0004185433,0.0001729168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214945,"about_ca_system_score_gemma":0.0006463872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380183,"about_ca_topic_score_gemma":0.01327034,"domain_scores_codex":[0.9991826,0.00008469961,0.0002051601,0.0001914794,0.0001885717,0.0001474706],"domain_scores_gemma":[0.9970801,0.0002348829,0.001731638,0.00005265669,0.0006122791,0.000288373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005643192,0.00002327923,0.9948585,0.00007005699,0.00004513572,0.00004875106,0.0001119511,0.00006662863,0.0001540117,0.00003026829,0.0003699916,0.004164955],"study_design_scores_gemma":[0.000001248035,0.00004188215,0.9987844,0.00003333768,0.00001220296,0.0001885126,0.0001455167,0.00008597397,0.0000660622,0.000005723304,0.0006329944,0.000002235809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910089,0.003751831,0.0001500209,0.0002001805,0.0000207188,0.00001808146,0.003751237,0.00001963977,0.001079427],"genre_scores_gemma":[0.99397,0.001969751,0.0002557352,0.0001221035,0.00004435467,0.00001940673,0.003369344,0.000005013779,0.00024431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380183,"threshold_uncertainty_score":0.02744299,"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."}}