{"id":"W2736149891","doi":"10.1017/ice.2017.131","title":"Surgical Site Infections After Liver Transplantation: Prospective Surveillance and Evaluation of 250 Transplant Recipients in Canada","year":2017,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Surgery; Odds ratio; Transplantation; Organ transplantation; Prospective cohort study; Perioperative; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004768748,0.0003850714,0.0003961607,0.001494482,0.001428297,0.0009364983,0.0007206574,0.0003788392,0.000915401],"category_scores_gemma":[0.001412622,0.0004297059,0.0004859325,0.002444385,0.0005361131,0.0003521348,0.0008735288,0.0005246404,0.0001753397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006404959,"about_ca_system_score_gemma":0.007149048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8469585,"about_ca_topic_score_gemma":0.8865185,"domain_scores_codex":[0.9993352,0.00003917037,0.00005850076,0.0001106838,0.0002540266,0.0002023986],"domain_scores_gemma":[0.9981761,0.00009338451,0.0006894518,0.00005204605,0.0005203183,0.0004686759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002111397,0.00001296865,0.9990677,0.000006555517,0.00001120299,0.00004515906,0.00006104429,0.00002300181,0.00009589831,0.000005932829,0.00007817847,0.0005712349],"study_design_scores_gemma":[0.000004262371,0.00002502143,0.9992734,0.000008388727,0.00001008395,0.0001136505,0.0002278685,0.0001525815,0.0000422067,0.000004301074,0.0001349764,0.000003225985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979814,0.0002424517,0.00006026658,0.00005683322,0.000003143872,0.0000246826,0.001291182,0.000004670986,0.0003355012],"genre_scores_gemma":[0.9984335,0.0003434987,0.000101419,0.0000565277,0.00000582077,0.00001047404,0.0008898299,0.000002044992,0.0001568934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8469585,"threshold_uncertainty_score":0.3078856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578041372174292,"score_gpt":0.3333755687852919,"score_spread":0.307595155063549,"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."}}