{"id":"W3145067701","doi":"10.1148/rg.234025123","title":"Best Cases from the AFIP","year":2003,"lang":"en","type":"article","venue":"Radiographics","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre","funders":"","keywords":"Medicine; Mesenteric cyst; Bowel obstruction; General surgery; Perforation; MEDLINE; Volvulus; Cyst; Gangrene; Bowel perforation; Surgery; Complication","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":[0.0004410754,0.002653119,0.001145046,0.005260423,0.004372445,0.001970213,0.002164109,0.007385928,0.01828554],"category_scores_gemma":[0.004048354,0.00110339,0.001453731,0.00252012,0.001607034,0.00308396,0.002796853,0.003975998,0.006386103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009106208,"about_ca_system_score_gemma":0.0009427718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553909,"about_ca_topic_score_gemma":0.003952876,"domain_scores_codex":[0.9992008,0.0000800976,0.0001111729,0.000122916,0.0001754363,0.0003096789],"domain_scores_gemma":[0.9991031,0.0001710686,0.0001795183,0.000160944,0.0001161646,0.0002693115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009978198,0.0000488849,0.005933458,0.0001656596,0.00002250953,0.9579729,0.000329047,0.0001795442,0.0004569452,0.002085297,0.01501377,0.01769213],"study_design_scores_gemma":[0.00001610466,0.00002315575,0.002082763,0.0001136933,0.0000230305,0.9781048,0.0002048183,0.00006578517,0.0002438756,0.001601766,0.01749947,0.00002076781],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2374376,0.07670365,0.01549081,0.06838714,0.008799594,0.0005710471,0.003993997,0.00105344,0.5875627],"genre_scores_gemma":[0.8538401,0.03405176,0.01187755,0.0157406,0.02044295,0.0002138389,0.00174521,0.0008060948,0.06128192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01828554,"threshold_uncertainty_score":0.06117123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160308000612165,"score_gpt":0.2691811184830861,"score_spread":0.2375780384769645,"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."}}