{"id":"W3127551768","doi":"10.1510/mmcts.2021.003","title":"Surgical treatment of mediastinitis: The vertical bolstered Donati stitch","year":2021,"lang":"en","type":"article","venue":"","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Mediastinitis; Medicine; Surgery; Wound closure; Pectoral muscle; Complication; Negative-pressure wound therapy; Wound healing","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":[0.0002578461,0.0005237387,0.0002097623,0.0006681621,0.0004486003,0.0004783333,0.0003120233,0.0006145255,0.006631035],"category_scores_gemma":[0.0003482977,0.0001086787,0.0004270519,0.000208133,0.0003552811,0.0004815958,0.0004549883,0.0008329421,0.001519961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199965,"about_ca_system_score_gemma":0.0002527228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007332405,"about_ca_topic_score_gemma":0.001965615,"domain_scores_codex":[0.9999043,0.00001295883,0.000005512847,0.00001225554,0.00004038159,0.00002462524],"domain_scores_gemma":[0.9999449,0.00001511742,0.00001210854,0.000002183928,0.000004739683,0.00002084291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002884818,0.0002599201,0.005327019,0.00112322,0.00005968428,0.01173285,0.0002913456,0.0004814964,0.01956969,0.004286708,0.08383112,0.8727485],"study_design_scores_gemma":[0.0001703789,0.001636026,0.02285277,0.00108808,0.00008888929,0.1615203,0.0006057825,0.001499072,0.007368138,0.002637688,0.8004453,0.00008755067],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2568837,0.2990445,0.08430417,0.03812897,0.01816474,0.0005113191,0.0005199902,0.002248692,0.3001938],"genre_scores_gemma":[0.5546288,0.2017238,0.09073795,0.01838831,0.008352674,0.0002646554,0.0006238404,0.0002886289,0.1249913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006631035,"threshold_uncertainty_score":0.02218306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160478243465202,"score_gpt":0.3244961914424881,"score_spread":0.2828914090078362,"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."}}