{"id":"W2777947909","doi":"10.1007/s00261-017-1399-6","title":"Role of contrast-enhanced ultrasound in evaluation of the bowel","year":2017,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Hepatology; Ultrasound; Contrast-enhanced ultrasound; Inflammatory bowel disease; Disease; Radiology; Internal medicine; Intensive care 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":[0.001376943,0.0001958518,0.001804425,0.0001335057,0.00002925584,0.000002885872,0.0003087803,0.0002354961,0.0002147944],"category_scores_gemma":[0.001228407,0.0001232547,0.0003685683,0.00007565625,0.0002723281,0.00002074695,0.00005976788,0.0002327481,0.000009889183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387465,"about_ca_system_score_gemma":0.00033535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120303,"about_ca_topic_score_gemma":0.00008532871,"domain_scores_codex":[0.9981353,0.0004268229,0.0007017549,0.0002548318,0.0002907128,0.0001905728],"domain_scores_gemma":[0.9977799,0.0004909112,0.000956345,0.0006275188,0.000112437,0.0000329033],"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":[0.0000378711,0.0001157095,0.000161007,0.002322548,0.0002267581,0.000003223464,0.0000801342,0.000002449636,0.0001641084,0.0005218827,0.0003473173,0.996017],"study_design_scores_gemma":[0.004863204,0.0007453909,0.03437368,0.0282533,0.01062957,0.0004117895,0.0002988269,0.00006244185,0.0004318251,0.001176437,0.918368,0.0003854632],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004713879,0.9849429,0.00001180064,0.00003570675,0.0002146454,0.001926257,0.00001614894,0.000002911523,0.008135751],"genre_scores_gemma":[0.1421551,0.8573812,0.00003112689,0.0000277038,0.0000818,0.0002025834,0.00003195586,0.00001507736,0.00007350838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9956315,"threshold_uncertainty_score":0.5026182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08047642806744473,"score_gpt":0.4037400271217591,"score_spread":0.3232635990543143,"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."}}