{"id":"W2787846250","doi":"10.1007/15695_2017_54","title":"Negative-Pressure Wound Therapy for High-Risk Wounds in Lower Extremity Revascularization","year":2017,"lang":"en","type":"book-chapter","venue":"Recent clinical techniques, results, and research in wounds","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Negative-pressure wound therapy; Groin; Revascularization; Surgery; Orthopedic surgery; Cardiology","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":[0.0001821428,0.0003993737,0.0002981508,0.000402755,0.000176003,0.0006277137,0.0003459034,0.0005134866,0.02036789],"category_scores_gemma":[0.0002618473,0.0000834923,0.0002060612,0.0002992176,0.0001898569,0.00056947,0.0002803285,0.001225825,0.003984448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036653,"about_ca_system_score_gemma":0.0002669954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003866089,"about_ca_topic_score_gemma":0.002315837,"domain_scores_codex":[0.9999412,0.00001343008,0.000003103023,0.000005262235,0.00003255383,0.000004427428],"domain_scores_gemma":[0.9999444,0.00003571857,0.000004466803,0.00000192135,0.000008312791,0.000005152111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004346066,0.0002634093,0.0001552095,0.0009223599,0.00001049926,0.0002325852,0.0001512116,0.0002129942,0.00227359,0.01604561,0.1547349,0.824954],"study_design_scores_gemma":[0.00002241913,0.000133071,0.001469673,0.001281262,0.00001542082,0.002053566,0.00009644375,0.0002838465,0.001100836,0.009722831,0.9838066,0.0000141747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004920756,0.5987532,0.008449886,0.007820459,0.006881816,0.0001156168,0.0001837218,0.0001886492,0.3726859],"genre_scores_gemma":[0.02361363,0.482105,0.01334464,0.00670092,0.004795586,0.0001753013,0.0002894117,0.0001143311,0.4688612],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02036789,"threshold_uncertainty_score":0.06813741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1526216840744805,"score_gpt":0.4522682406192909,"score_spread":0.2996465565448104,"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."}}