{"id":"W2188912070","doi":"10.1016/s1701-2163(16)35052-6","title":"Vacuum Assisted Wound Closures in Gynaecologic Surgery","year":2011,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Surgical site infection prevention","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001054028,0.0003303982,0.002740216,0.001292563,0.00005751636,0.00002042617,0.0001346255,0.0007035485,0.003348908],"category_scores_gemma":[0.0078807,0.0002448479,0.0005515685,0.001069377,0.00007310304,0.00007276507,0.00005914909,0.001220711,0.000003278227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002909719,"about_ca_system_score_gemma":0.005446471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566047,"about_ca_topic_score_gemma":0.01734748,"domain_scores_codex":[0.9969198,0.0004143693,0.001726537,0.0002550349,0.0003182538,0.0003660423],"domain_scores_gemma":[0.9871492,0.01043704,0.001611128,0.0001844537,0.0003065636,0.0003116595],"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":[0.000003452335,0.0001581958,0.02109831,0.0019895,0.0002989137,0.007207903,0.000004335097,1.734568e-7,1.548609e-8,0.00002665332,0.001419833,0.9677927],"study_design_scores_gemma":[0.0006782147,0.0001917788,0.2047807,0.0003466107,0.0007583858,0.001104105,0.000008835525,4.087124e-7,8.205949e-8,0.00005471494,0.7918987,0.0001774639],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003762777,0.9776651,0.000003157558,0.00003201793,0.01644979,0.0003347234,0.00001037794,0.000007194497,0.001734806],"genre_scores_gemma":[0.007745415,0.991499,0.00006043686,0.0001287358,0.00006013774,0.00001179171,0.00001675639,0.00003031111,0.0004474374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676152,"threshold_uncertainty_score":0.9984609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06004998951178413,"score_gpt":0.3002845488512679,"score_spread":0.2402345593394837,"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."}}