{"id":"W3096303102","doi":"10.1007/978-3-030-47887-2_57","title":"Infection, Sternal Debridement and Muscle Flap","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Surgery; Debridement (dental); Median sternotomy; Soft tissue; Complication; Mediastinitis","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":[0.0002132949,0.000867979,0.0005216008,0.0009097579,0.0007913758,0.001700981,0.0008164163,0.001678201,0.04387571],"category_scores_gemma":[0.0004150864,0.0003184862,0.0004313292,0.0007210493,0.0006826089,0.001311592,0.001055772,0.002294209,0.01525225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000656978,"about_ca_system_score_gemma":0.0008174642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905384,"about_ca_topic_score_gemma":0.009194688,"domain_scores_codex":[0.9998779,0.00002133844,0.000005674874,0.00001671314,0.00006228445,0.00001592891],"domain_scores_gemma":[0.9999202,0.00004447625,0.000004988736,0.000005310543,0.00001320003,0.00001169595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003186245,0.0002342724,0.0001964038,0.0007271415,0.000007257623,0.0009400459,0.0004615095,0.001031128,0.001632903,0.07276932,0.5197533,0.4022148],"study_design_scores_gemma":[0.000002700287,0.00002911613,0.000383506,0.0002943916,0.000003212804,0.001344154,0.0001021427,0.0001347168,0.0001787872,0.01178175,0.9857389,0.00000647397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001297756,0.1136578,0.005770264,0.003213704,0.005589714,0.00009225914,0.000160663,0.000174336,0.8700435],"genre_scores_gemma":[0.002975772,0.03522459,0.00286734,0.002152902,0.001252698,0.00005543889,0.0001045169,0.00007754721,0.9552891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04387571,"threshold_uncertainty_score":0.1467788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584922482051972,"score_gpt":0.2602286245164656,"score_spread":0.2343793996959459,"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."}}