{"id":"W1994780720","doi":"10.1007/s00464-012-2311-7","title":"High incidence of symptomatic incisional hernia after midline extraction in laparoscopic colon resection","year":2012,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Hernia repair and management","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Incisional hernia; Surgery; Incidence (geometry); Hernia; Laparoscopy; Abdominal surgery; Transverse colon; General surgery","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":[0.0003587169,0.000291831,0.0004527973,0.001141131,0.0006525708,0.0007283155,0.0004544758,0.0009604005,0.002840529],"category_scores_gemma":[0.003453886,0.0003119965,0.0006318234,0.001014351,0.0004960381,0.0008446939,0.0004866192,0.0007527633,0.0003492428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580209,"about_ca_system_score_gemma":0.0004527915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008294165,"about_ca_topic_score_gemma":0.001127554,"domain_scores_codex":[0.9995586,0.00008095612,0.00006890862,0.00006481297,0.0001017197,0.0001249425],"domain_scores_gemma":[0.9973897,0.000605481,0.001077113,0.0001567271,0.0001443604,0.0006266557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620341,0.00003019085,0.9948831,0.00001573938,0.00001942235,0.003164816,0.00005224362,0.00001947391,0.0002974843,0.00002190108,0.00009391546,0.001239676],"study_design_scores_gemma":[0.000005845363,0.0001591314,0.9801375,0.00001039322,0.00002829801,0.0186404,0.0005440505,0.0001422562,0.0001351936,0.00006551583,0.0001217148,0.000009655635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988678,0.0004715916,0.00008796692,0.00006587181,0.00001364422,0.000002505134,0.00006060981,0.000006063834,0.0004238991],"genre_scores_gemma":[0.9995647,0.0001986541,0.00004181633,0.00001886027,0.00002985282,0.000001510962,0.0000768159,0.000002341505,0.00006529286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002840529,"threshold_uncertainty_score":0.00950247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244944071717303,"score_gpt":0.3123933060887112,"score_spread":0.2999438653715382,"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."}}