{"id":"W2116486726","doi":"10.1016/j.injury.2010.01.099","title":"Surgisis® in the management of the complex abdominal wall in trauma: A case series and review of the literature","year":2010,"lang":"en","type":"review","venue":"Injury","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; University of Calgary","funders":"","keywords":"Medicine; Fistula; Submucosa; Abdominal wall; Surgery; Closure (psychology); General surgery; Intensive care medicine","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":[0.0008396335,0.0002010338,0.0009933793,0.00006900012,0.00005616938,0.000009041553,0.0003310649,0.0001230736,0.00003118069],"category_scores_gemma":[0.00003774258,0.00008407286,0.0003520253,0.0007915596,0.0001917031,0.00003072495,0.0001232591,0.0006609507,0.000001051618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002574246,"about_ca_system_score_gemma":0.00007048775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002918131,"about_ca_topic_score_gemma":0.00005637825,"domain_scores_codex":[0.9984298,0.0003672354,0.0006894573,0.00018622,0.0002022938,0.0001250097],"domain_scores_gemma":[0.9985349,0.0001861367,0.0003544029,0.0008497422,0.00005191599,0.00002295373],"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":[0.0000405166,0.000129214,0.00006195319,0.1012232,0.00006278616,0.0001954213,0.0002681771,8.285694e-9,0.000001474049,0.00135735,0.0009909124,0.895669],"study_design_scores_gemma":[0.00007607949,0.00002634546,0.001021539,0.154425,0.0006350573,0.003200789,0.00007603302,2.369478e-7,0.000001863547,0.00008440555,0.8403772,0.00007552157],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002141424,0.9930227,1.639788e-7,0.001731375,0.0000683654,0.001650194,0.00007866658,0.000002659503,0.001304399],"genre_scores_gemma":[0.003187103,0.9958987,0.0000569256,0.000402144,0.00003168885,0.0001943325,0.00001642269,0.00001168137,0.0002010378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8955935,"threshold_uncertainty_score":0.3428392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529748543093382,"score_gpt":0.3527632858426186,"score_spread":0.3074658004116848,"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."}}