{"id":"W2884360405","doi":"10.1017/ice.2018.148","title":"Risk factors for surgical site infection after kidney and pancreas transplantation","year":2018,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Retrospective cohort study; Incidence (geometry); Perioperative; Cohort; Odds ratio; Pancreas transplantation; Surgery; Transplantation; Kidney transplantation; Organ transplantation; Cohort study; Logistic regression; Risk factor; Internal medicine","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":[0.0003471994,0.0001725708,0.0004417026,0.0000966256,0.0001547225,0.00001031312,0.000008194503,0.0001771021,0.00003975056],"category_scores_gemma":[0.0003094144,0.0001239096,0.0001306446,0.00005525667,0.0001545634,0.0001207611,0.000003150189,0.0001098919,0.0000105146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002209189,"about_ca_system_score_gemma":0.00001695834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018551,"about_ca_topic_score_gemma":0.0001307078,"domain_scores_codex":[0.9989364,0.0001722889,0.0003246632,0.0003001142,0.00004815038,0.0002184042],"domain_scores_gemma":[0.9985271,0.00095394,0.0001305071,0.00007168895,0.00009502166,0.000221805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001274531,0.00006780413,0.9944597,0.0001109617,0.0001969575,0.000008049454,0.0001962,0.000002289145,0.00003296443,0.0002860294,0.00002556154,0.003338979],"study_design_scores_gemma":[0.007835041,0.002254612,0.9834988,0.00006122469,0.0005821715,0.000146848,0.000003474263,0.0006267953,0.00006741771,0.0006955007,0.004101499,0.0001266823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792076,0.0001903793,0.01850941,0.000812697,0.0003392991,0.0005605702,0.0001860501,0.00006172599,0.0001323066],"genre_scores_gemma":[0.9953684,0.00308515,0.000268871,0.000610212,0.0003106348,0.000109126,0.0001655136,0.0000127402,0.00006940227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824054,"threshold_uncertainty_score":0.5052887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503011799417202,"score_gpt":0.304695591292801,"score_spread":0.289665473298629,"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."}}