{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474309,0.0001465586,0.0005624717,0.0000895093,0.0001292606,0.000008345753,0.00002541412,0.0001148003,0.00003774129],"category_scores_gemma":[0.0002969057,0.0001220962,0.00006272522,0.0000498208,0.0001555526,0.0001485775,0.000005326581,0.0001845348,8.796436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195694,"about_ca_system_score_gemma":0.0002062519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4322529,"about_ca_topic_score_gemma":0.7181243,"domain_scores_codex":[0.9984376,0.0004686629,0.0004530693,0.0002966863,0.000147707,0.0001962637],"domain_scores_gemma":[0.9985257,0.000841808,0.0002093676,0.0001477368,0.0001775284,0.00009783629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005631663,0.00005503609,0.9899157,0.00008946714,0.00006152625,0.00005582676,0.0002683458,0.00006081445,0.00002191286,0.0002085721,0.000003394279,0.008696222],"study_design_scores_gemma":[0.006191257,0.0003272199,0.9900365,0.00009573722,0.0002134868,0.0002407723,0.000008191744,0.002294758,0.00002432509,0.0003607188,0.00008315252,0.0001238346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953798,0.0008847736,0.001166868,0.001149234,0.0003521891,0.000595158,0.0001071279,0.0000113051,0.0003535198],"genre_scores_gemma":[0.9962464,0.00324116,0.0001666448,0.0001145364,0.00007859154,0.0001098238,0.00002421586,0.000007574609,0.00001105803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2858714,"threshold_uncertainty_score":0.5715278,"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."}}