{"id":"W2027863663","doi":"10.1016/s1010-7940(03)00010-1","title":"Vacuum-assisted suction drainage of sternotomy infection: a new paradigm?","year":2003,"lang":"en","type":"letter","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Suction; Drainage; Medicine; Environmental science; Engineering; Mechanical engineering; Biology; Ecology","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":[0.005737935,0.000896727,0.003046268,0.0008879441,0.002257898,0.005166635,0.002676032,0.0349822,0.00792481],"category_scores_gemma":[0.01827479,0.0006423824,0.001844245,0.0008087561,0.005465995,0.01381653,0.001531355,0.0358503,0.003081058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025954,"about_ca_system_score_gemma":0.002779135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254865,"about_ca_topic_score_gemma":0.003767658,"domain_scores_codex":[0.9959815,0.001435793,0.0007688017,0.0005135419,0.0008433113,0.0004571013],"domain_scores_gemma":[0.9878573,0.007607196,0.0007278582,0.0003400547,0.002011869,0.0014557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001329979,0.0008372572,0.008999957,0.001715231,0.0003378469,0.0325479,0.001030858,0.001035768,0.001633636,0.04913341,0.7109151,0.190483],"study_design_scores_gemma":[0.002201121,0.001711481,0.006705483,0.005451277,0.0005416322,0.05906056,0.00552572,0.004662987,0.0008512387,0.1356365,0.7771168,0.0005350464],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001944247,0.02177337,0.001165708,0.9541719,0.01719643,0.00001217502,0.00002682765,0.00002565705,0.003683582],"genre_scores_gemma":[0.03609579,0.04176831,0.002394779,0.532437,0.3839965,0.0000972817,0.00007159809,0.00002984576,0.003109077],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0349822,"threshold_uncertainty_score":0.03034544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04819211188076426,"score_gpt":0.2965603770847588,"score_spread":0.2483682652039945,"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."}}