{"id":"W2437825844","doi":"10.1097/ta.0000000000000817","title":"Modified triple-layer peritoneal-aponeurotic transposition","year":2015,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Transposition (logic); Layer (electronics); Computer science; Artificial intelligence; Materials science; Composite material","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":[0.0003239083,0.0006037157,0.0009448738,0.0006415882,0.0004950943,0.0006949794,0.0007377621,0.0007892377,0.004680139],"category_scores_gemma":[0.0008307394,0.000165005,0.001142122,0.0004039661,0.0005555667,0.0009384334,0.0009624853,0.001924779,0.001322509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179504,"about_ca_system_score_gemma":0.0005398443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004105651,"about_ca_topic_score_gemma":0.0008930112,"domain_scores_codex":[0.9996518,0.00002601711,0.00004026719,0.0001345594,0.00007544233,0.00007194537],"domain_scores_gemma":[0.9996949,0.0000600173,0.00005060972,0.00007076368,0.00001404521,0.0001095996],"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":[0.002113911,0.001175323,0.01985247,0.001364212,0.0007328797,0.1973231,0.0005269771,0.004974102,0.05784024,0.008970267,0.02449573,0.6806307],"study_design_scores_gemma":[0.0009566004,0.003458934,0.03366532,0.0003311535,0.0002580606,0.8921767,0.0001717681,0.005636565,0.007131929,0.006514679,0.04953784,0.0001603685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7302908,0.01366352,0.1803872,0.00907339,0.01027573,0.0007055128,0.002344845,0.003989892,0.04926902],"genre_scores_gemma":[0.8986604,0.0045057,0.06363332,0.003781601,0.002067986,0.0003121107,0.001257717,0.0003211698,0.02545999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004680139,"threshold_uncertainty_score":0.01565659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204101511171561,"score_gpt":0.3456040686585665,"score_spread":0.2835630535468509,"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."}}