{"id":"W2013071547","doi":"10.1016/j.jtcvs.2014.02.022","title":"Toward zero: Deep sternal wound infection after 1001 consecutive coronary artery bypass procedures using arterial grafts: Implications for diabetic patients","year":2014,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Internal thoracic artery; Surgery; Diabetes mellitus; Artery; Anesthesia; Bypass grafting","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":[0.001295379,0.0001936559,0.0007155255,0.000264988,0.0001065247,0.00006767815,0.00003637171,0.0001492342,0.00004203433],"category_scores_gemma":[0.0004623867,0.0001641269,0.001257739,0.0001601162,0.00009210495,0.0003215757,0.00002782374,0.0001950268,0.000002373206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118738,"about_ca_system_score_gemma":0.0001110598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008725814,"about_ca_topic_score_gemma":0.000001720624,"domain_scores_codex":[0.998216,0.0003017703,0.0006465791,0.0002345104,0.000356521,0.0002446213],"domain_scores_gemma":[0.9983302,0.0003174297,0.0003476871,0.0002053345,0.0005925415,0.0002068228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002034563,0.0003280777,0.8339627,0.0004252681,0.002760006,0.00003384403,0.0001163694,0.00009890854,0.0004886569,0.00001087063,0.0001101483,0.1596305],"study_design_scores_gemma":[0.001456173,0.0002670351,0.9889919,0.00040732,0.001931832,0.00235235,0.00002124374,0.000117292,0.0002720649,0.0007335157,0.003232975,0.0002163491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942125,0.001175624,0.1032011,0.00006803994,0.0008918816,0.0003952783,0.000008528973,0.00001885409,0.00002813222],"genre_scores_gemma":[0.998598,0.0002474035,0.0003324726,0.0001427791,0.0005785731,0.00004590408,0.00001730404,0.0000253944,0.00001214049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594142,"threshold_uncertainty_score":0.6692901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246909555105713,"score_gpt":0.2874598857141087,"score_spread":0.2627689302035374,"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."}}