{"id":"W2099386598","doi":"10.1148/rg.231025078","title":"US of Gastrointestinal Tract Abnormalities with CT Correlation","year":2003,"lang":"en","type":"review","venue":"Radiographics","topic":"Omental and Epiploic Conditions","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Diverticulitis; Gastrointestinal tract; Gastroenterology; Radiology; Small intestine; Internal medicine; Inflammatory bowel disease; Disease; Abdominal pain; Pathology","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":[0.0001378975,0.0002832563,0.001076279,0.0005287476,0.00005800465,0.000009956607,0.00006625011,0.00006361087,0.0001470323],"category_scores_gemma":[0.00001999612,0.0002019962,0.0005454096,0.0008195223,0.0002116676,0.00006042462,0.000008313765,0.0004332518,0.0000097711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004718849,"about_ca_system_score_gemma":0.0002316968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003317591,"about_ca_topic_score_gemma":0.000006068518,"domain_scores_codex":[0.998762,0.00006305987,0.0004751742,0.0002088446,0.0002792258,0.0002117298],"domain_scores_gemma":[0.9990938,0.0001213907,0.0003211463,0.0002696813,0.00007128207,0.00012274],"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":[0.0001483384,0.003012442,0.1953302,0.1440288,0.002241858,0.002241144,0.0002276535,0.00002530626,0.000001579081,0.01004107,0.006188866,0.6365128],"study_design_scores_gemma":[0.0005233544,0.0008199745,0.002618807,0.02692261,0.003373037,0.02107159,0.00005355336,0.000009106622,2.964414e-7,0.00003723696,0.9443064,0.0002639737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003874624,0.9929699,0.0002776527,0.00001261888,0.0001060059,0.0005752043,0.0001391021,0.00004637085,0.005485672],"genre_scores_gemma":[0.0004489786,0.9968534,0.001198782,0.00002472921,0.00007171665,0.00003970966,0.0005697404,0.00004020139,0.0007527375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9381176,"threshold_uncertainty_score":0.8237166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458630212340944,"score_gpt":0.3014397324988993,"score_spread":0.2668534303754899,"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."}}