{"id":"W2096084122","doi":"10.3415/vcot-07-11-0106","title":"A review of multidrug resistant surgical site infections","year":2008,"lang":"en","type":"review","venue":"Veterinary and Comparative Orthopaedics and Traumatology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple drug resistance; Intensive care medicine; Microbiology; Drug resistance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001974324,0.0003558868,0.002697396,0.0002179131,0.0001289006,0.00000604729,0.00003857836,0.0002582977,0.0001969313],"category_scores_gemma":[0.00002868833,0.0002693617,0.0005248354,0.0003415883,0.0004105436,0.00005471765,0.0000866596,0.0004490229,0.000009856945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002105222,"about_ca_system_score_gemma":0.00009677508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001825229,"about_ca_topic_score_gemma":0.000003682869,"domain_scores_codex":[0.9978366,0.000520781,0.0009019604,0.0004213429,0.0001279054,0.0001913504],"domain_scores_gemma":[0.9986254,0.0004645871,0.0004166104,0.0002095281,0.0001003749,0.0001834757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003395753,0.0009184045,0.00109435,0.2174956,0.0008759091,0.001647376,0.0001285917,5.084888e-8,0.000003174727,0.00221853,0.000498219,0.7747803],"study_design_scores_gemma":[0.0007223518,0.001251951,0.0002134156,0.04962996,0.0006141152,0.04033677,0.000005631551,0.000005743382,3.223694e-7,0.00001124334,0.9070145,0.0001939543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009856196,0.9870312,0.00001863395,0.0000284117,0.0001017592,0.0007612807,0.00006363227,0.00003851767,0.002100346],"genre_scores_gemma":[0.00233254,0.9970862,0.00009011333,0.00004677743,0.00004310669,0.0001037507,0.0002001516,0.00001543791,0.00008188232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9065163,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1411182750460033,"score_gpt":0.4027391140749034,"score_spread":0.2616208390289001,"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."}}