{"id":"W2079597817","doi":"10.1371/journal.pone.0083743","title":"A Systematic Review of Risk Factors Associated with Surgical Site Infections among Surgical Patients","year":2013,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Surgical site infection prevention","field":"Medicine","cited_by":441,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Health Evaluation and Outcome Sciences","funders":"","keywords":"Medicine; Odds ratio; Incidence (geometry); Risk factor; Methicillin-resistant Staphylococcus aureus; Internal medicine; Staphylococcal infections; Univariate analysis; Surgery; Orthopedic surgery; Cumulative incidence; Staphylococcus aureus; Multivariate analysis; Transplantation; Biology","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":[0.006651811,0.001402367,0.007501516,0.01242727,0.0007216663,0.002487006,0.001758044,0.001466589,0.005498377],"category_scores_gemma":[0.04401209,0.0009886472,0.008202879,0.01695166,0.0007597115,0.002032415,0.001258348,0.001020504,0.0004339021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003803614,"about_ca_system_score_gemma":0.01280493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184326,"about_ca_topic_score_gemma":0.03156701,"domain_scores_codex":[0.9902951,0.002395648,0.005070784,0.000626346,0.001399628,0.0002124783],"domain_scores_gemma":[0.965544,0.02305841,0.007751855,0.0004048141,0.002934566,0.0003063875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001278474,0.00001105778,0.002188965,0.9721586,0.008716342,0.0001182487,0.0001595825,0.00005968095,0.00008120558,0.00009682724,0.001118758,0.01516281],"study_design_scores_gemma":[0.0001707011,0.0001449059,0.01004472,0.8987421,0.07749895,0.0004662776,0.0002746606,0.00007154736,0.0001235536,0.0001655118,0.01226108,0.00003600225],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00312497,0.9928941,0.0002445128,0.0003049667,0.0001157542,0.0006392528,0.002155856,0.00001452625,0.0005060117],"genre_scores_gemma":[0.02391082,0.9724784,0.0009037425,0.0004794612,0.00007646154,0.001114611,0.0008538174,0.000009079517,0.0001735592],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01242727,"threshold_uncertainty_score":0.03517854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642386378883086,"score_gpt":0.2914437531980522,"score_spread":0.2350198894092213,"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."}}