{"id":"W2764102305","doi":"10.1089/sur.2017.121","title":"Does Isolation of <i>Enterococcus</i> Affect Outcomes in Intra-Abdominal Infections?","year":2017,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Enterococcus; Enterococcus faecalis; Enterococcus faecium; Internal medicine; Piperacillin; Population; Antimicrobial; Antibiotics; Microbiology; Biology; Bacteria; Staphylococcus aureus","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":[0.0002531545,0.0001388362,0.0003943517,0.0002239698,0.000243322,0.00004648953,0.00007666172,0.00008661566,0.0004831406],"category_scores_gemma":[0.0002274929,0.00008816488,0.0002059682,0.0001132658,0.0001470126,0.0002118732,0.00008934291,0.0002011309,0.00004396603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007546273,"about_ca_system_score_gemma":0.00002361194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006684905,"about_ca_topic_score_gemma":0.0009127243,"domain_scores_codex":[0.9990143,0.00005387983,0.0003483702,0.0002206776,0.0001611506,0.0002015844],"domain_scores_gemma":[0.9990922,0.0001757391,0.0001777369,0.0004067574,0.00005791778,0.00008969665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003697297,0.001233368,0.9926792,0.00004975955,0.0000738001,0.00003466297,0.00003302878,0.00002121339,0.0002257323,0.002306935,0.0004850379,0.002820273],"study_design_scores_gemma":[0.002307891,0.0004396148,0.9782094,0.0001464739,0.00009205096,0.00002397629,0.0000332783,0.0001103633,0.000737146,0.0003914729,0.01739506,0.0001132402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728152,0.00001966184,0.0009925553,0.002046217,0.000699392,0.0006005467,0.00001251545,0.00005831763,0.02275566],"genre_scores_gemma":[0.9988436,0.0001738194,0.00009074652,0.00009792722,0.0001059704,0.0001224976,0.0000133828,0.00001217167,0.000539871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602848,"threshold_uncertainty_score":0.5290051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989811013196514,"score_gpt":0.3344848679184169,"score_spread":0.3145867577864518,"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."}}