{"id":"W1989507267","doi":"10.1186/cc14034","title":"Introduction of bundle of care and effect on surgical site infections in patients taken for elective surgical procedures","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Children's Health Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Japan Society for the Promotion of Science; Russian Foundation for Basic Research; London Health Sciences Centre","keywords":"Medicine; Surgical procedures; Bundle; Surgical Infections; Surgical site infection; Intensive care medicine; General surgery; Surgery; Antibiotics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002747953,0.0002536903,0.000543827,0.0005484539,0.0004448951,0.0007936274,0.0003203551,0.0005155489,0.01028169],"category_scores_gemma":[0.01567009,0.0001204228,0.001071979,0.0009757697,0.0002373488,0.0006471516,0.0007412173,0.001463462,0.0005894178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519447,"about_ca_system_score_gemma":0.002833683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268637,"about_ca_topic_score_gemma":0.004300272,"domain_scores_codex":[0.9967209,0.001527577,0.0004070158,0.0002569558,0.0007556602,0.0003319194],"domain_scores_gemma":[0.9901583,0.001974308,0.003474266,0.0002953958,0.001803177,0.002294606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009093715,0.003444118,0.4529894,0.003787531,0.00149832,0.0003280967,0.001019594,0.001143324,0.001303314,0.003537126,0.03560513,0.4862503],"study_design_scores_gemma":[0.0009307289,0.01129412,0.9339861,0.0019444,0.0009729599,0.0004045648,0.0005316791,0.0006513165,0.00056999,0.001368344,0.04728018,0.00006570372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600885,0.04573744,0.003624331,0.02655337,0.003332036,0.0009487576,0.009274817,0.0003801444,0.0500606],"genre_scores_gemma":[0.9683411,0.0118098,0.007112499,0.004109738,0.001129035,0.0005557186,0.002283612,0.00005149691,0.004607025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028169,"threshold_uncertainty_score":0.03439564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005643751524517414,"score_gpt":0.2994800558967558,"score_spread":0.2938363043722384,"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."}}