{"id":"W2289858968","doi":"10.1093/ofid/ofv133.236","title":"Routine Surveillance Versus Independent Assessment by an Outcome Adjudication Committee in Assessing Patients for Sternal Surgical Site Infections After Cardiac Surgery","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adjudication; Surgical site infection; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1374272,0.0005406051,0.001273192,0.002105854,0.000672647,0.001882298,0.001065252,0.001335642,0.0006711147],"category_scores_gemma":[0.2282251,0.0005119765,0.001016526,0.001581371,0.001358941,0.001650386,0.001999983,0.001153928,0.0001775346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896213,"about_ca_system_score_gemma":0.003404275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004210287,"about_ca_topic_score_gemma":0.009126776,"domain_scores_codex":[0.8670918,0.1044794,0.01266646,0.004325763,0.00920573,0.002230893],"domain_scores_gemma":[0.6886665,0.1938581,0.07378522,0.009774868,0.02564964,0.008265628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03161029,0.0004784391,0.9047833,0.0008051764,0.0006569788,0.00006771312,0.001230584,0.0007317357,0.000350778,0.0002117092,0.001016566,0.05805679],"study_design_scores_gemma":[0.003696529,0.01861754,0.9597592,0.001082458,0.001123965,0.000389313,0.001088276,0.009933392,0.001377671,0.0004572017,0.002347609,0.0001268242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874335,0.0052132,0.002161877,0.0007341488,0.0002188841,0.00128502,0.0002675061,0.00002501835,0.002660879],"genre_scores_gemma":[0.9960795,0.000400756,0.002414105,0.0001710047,0.0001423557,0.0005180008,0.0002013414,0.000003395917,0.00006954046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374272,"threshold_uncertainty_score":0.7267934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482477559181499,"score_gpt":0.36677359937549,"score_spread":0.331948823783675,"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."}}