{"id":"W2608119501","doi":"10.1007/s00464-017-5573-2","title":"Incidence of incisional hernia in the specimen extraction site for laparoscopic colorectal surgery: systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Hernia repair and management","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Incisional hernia; Meta-analysis; Abdominal surgery; Observational study; Incidence (geometry); Surgery; Colorectal surgery; Laparoscopic surgery; Hepatology; Hernia; Laparoscopy; Internal 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":[0.004241466,0.0004075134,0.009910225,0.0003364889,0.00007749544,0.0000423076,0.0002757031,0.0001922247,0.0003636658],"category_scores_gemma":[0.001048594,0.0002082567,0.003009832,0.0004580549,0.00009672839,0.00008369398,0.00009423822,0.0003209476,0.00002507149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007799061,"about_ca_system_score_gemma":0.0001956377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007727886,"about_ca_topic_score_gemma":0.00007222829,"domain_scores_codex":[0.9961958,0.0008086399,0.001582816,0.0005095494,0.0006362608,0.0002669301],"domain_scores_gemma":[0.9943994,0.003377288,0.001175879,0.000839945,0.0001034414,0.0001040615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006752864,0.0001534163,0.00003141438,0.9604716,0.03712558,0.000170274,0.00003243492,3.112799e-7,1.140853e-7,0.0001084909,0.0004670558,0.001371833],"study_design_scores_gemma":[0.0005278126,0.000086487,0.0000220741,0.03401478,0.6683214,0.0001070727,0.000007097801,0.00001050338,5.639027e-7,0.00001184532,0.2967178,0.0001725868],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008060543,0.9934859,0.00001540843,0.000207248,0.00004666174,0.005571935,0.000132038,0.00001563184,0.0004445299],"genre_scores_gemma":[0.0004911285,0.9965335,0.0001322556,0.0001305661,0.00004402697,0.001782512,0.0001861792,0.00002488733,0.000674915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9264567,"threshold_uncertainty_score":0.8492463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153763949227755,"score_gpt":0.4398180194297888,"score_spread":0.2860540702020338,"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."}}