{"id":"W2145764869","doi":"10.1016/j.jvs.2014.08.035","title":"Conservative Surgical Approach in the Treatment of Infected Groin Grafts","year":2014,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Guelph General Hospital","funders":"","keywords":"Medicine; Groin; Surgery; Debridement (dental); Negative-pressure wound therapy; Amputation; Complication; Wound healing; Vein; Conservative treatment; Surgical debridement","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114514,0.0001096138,0.0005588318,0.0002037405,0.0000326468,0.000009782575,0.00008385878,0.00005859308,0.00001512572],"category_scores_gemma":[0.0001752821,0.00006125104,0.0007223084,0.0003889592,0.00005985219,0.00004721182,0.000006770955,0.0001342015,0.000002060874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004252826,"about_ca_system_score_gemma":0.000148182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003530365,"about_ca_topic_score_gemma":0.000005061743,"domain_scores_codex":[0.9985359,0.0003204496,0.0005345494,0.00009994474,0.0003711698,0.0001379435],"domain_scores_gemma":[0.9985817,0.0005603785,0.0002684015,0.0002873475,0.000230646,0.00007152926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005106287,0.01066217,0.9562046,0.0003193992,0.002122558,0.0003302635,0.00378393,0.0003043686,0.0007252178,0.002762769,0.005875909,0.01639822],"study_design_scores_gemma":[0.00300808,0.000728515,0.9619093,0.0001770984,0.0003814311,0.00443195,0.0003598513,0.0006411729,0.0003679962,0.0003233491,0.0275445,0.0001267779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995191,0.001991972,0.001286515,0.0007776117,0.00004889878,0.0001886962,8.531068e-7,0.000005056927,0.0005093823],"genre_scores_gemma":[0.9983091,0.0009833223,0.000399717,0.0001202757,0.000142496,0.00001260097,0.000007971494,0.000009866681,0.00001459919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02166859,"threshold_uncertainty_score":0.2497745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957239111405929,"score_gpt":0.2710970403373688,"score_spread":0.2415246492233095,"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."}}