{"id":"W2578869028","doi":"10.1097/prs.0000000000003320","title":"Does the Use of Incisional Negative-Pressure Wound Therapy Prevent Mastectomy Flap Necrosis in Immediate Expander-Based Breast Reconstruction?","year":2017,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Negative-pressure wound therapy; Dehiscence; Surgery; Context (archaeology); Perioperative; Wound dehiscence; Wound care; Soft tissue; Mastectomy; Breast cancer; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003451324,0.0001875238,0.0008684678,0.0003439322,0.0001778935,0.0007641565,0.0006515845,0.001799651,0.00150306],"category_scores_gemma":[0.01515624,0.00008660909,0.0005331783,0.0003456815,0.0007226277,0.0009767881,0.0001601915,0.001187173,0.0004992359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981339,"about_ca_system_score_gemma":0.0003771326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003316316,"about_ca_topic_score_gemma":0.0006991635,"domain_scores_codex":[0.9992161,0.000348879,0.0001568316,0.00005557471,0.000186601,0.00003596217],"domain_scores_gemma":[0.9930758,0.004345422,0.001329882,0.0001659537,0.0008916563,0.0001911843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01065154,0.001402474,0.04544299,0.01147344,0.000864724,0.001912774,0.0004456644,0.0003532149,0.00257072,0.002427902,0.06544393,0.8570107],"study_design_scores_gemma":[0.00478562,0.03689189,0.2424969,0.02773928,0.007128154,0.03115775,0.006010997,0.004638113,0.02112185,0.01365536,0.6039522,0.0004219259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1574484,0.5469279,0.001714056,0.2440419,0.0388429,0.0001470814,0.0003505614,0.00006023169,0.010467],"genre_scores_gemma":[0.5287514,0.3063697,0.002978882,0.0627563,0.09578576,0.0001328515,0.0001796233,0.00003494272,0.003010646],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003451324,"threshold_uncertainty_score":0.01825255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211481614604923,"score_gpt":0.2706241877165644,"score_spread":0.2285093715705152,"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."}}