{"id":"W2793682759","doi":"10.1053/j.ro.2018.02.008","title":"Recent Advances in Abdominal Trauma Computed Tomography","year":2018,"lang":"en","type":"review","venue":"Seminars in Roentgenology","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Abdominal trauma; Abdominal computed tomography; Computed tomography; Intensive care medicine; Radiology; Blunt","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003852865,0.0005239745,0.00266798,0.001241941,0.00003943621,0.000009449695,0.0003675086,0.0006650916,0.0002715888],"category_scores_gemma":[0.0001067545,0.0004436136,0.0003678035,0.001145262,0.0004991445,0.00007233788,0.0001433492,0.0008527568,0.0001009367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418748,"about_ca_system_score_gemma":0.0002253927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007043201,"about_ca_topic_score_gemma":0.00015783,"domain_scores_codex":[0.9969862,0.0002703655,0.001060931,0.000735893,0.0002262607,0.0007203666],"domain_scores_gemma":[0.9987819,0.0001329117,0.0003378051,0.0005586378,0.00006830292,0.0001205065],"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":[0.0001124902,0.0002527866,0.0005924128,0.004550512,0.00008020161,0.0004948022,0.0001270011,2.936357e-7,3.929584e-7,0.00004852009,0.001778029,0.9919626],"study_design_scores_gemma":[0.0008847655,0.0005410505,0.0001521328,0.02028186,0.0003105562,0.0006513979,0.00007428246,0.000004998706,0.000008256501,0.0001648916,0.9766202,0.0003056114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004633101,0.9951651,0.00001637601,0.0001466699,0.0007739805,0.0009331012,0.00002777993,0.00005082731,0.002422828],"genre_scores_gemma":[0.00002890813,0.9975944,0.001280339,0.0001629633,0.0002666638,0.0001200241,0.0002269056,0.00005481147,0.0002649875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.991657,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923693088938283,"score_gpt":0.3469045191689078,"score_spread":0.317667588279525,"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."}}