{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000500233,0.00009935168,0.0001199416,0.0000431587,0.00009734393,0.00001496169,0.00004576423,0.00003088449,0.00008695768],"category_scores_gemma":[0.0001482516,0.00006021779,0.0001267815,0.0002870513,0.00008635352,0.00002063949,0.000005663419,0.0001134356,0.00003792639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008341154,"about_ca_system_score_gemma":0.00002778976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005050367,"about_ca_topic_score_gemma":0.00008466315,"domain_scores_codex":[0.9994472,0.00003162076,0.00009285237,0.000136752,0.000135769,0.000155752],"domain_scores_gemma":[0.9994431,0.000163863,0.0000266717,0.0002511446,0.00003479785,0.00008043036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002184325,0.0002394629,0.9933383,0.000004193638,0.0001076433,0.000259997,0.00005796049,7.357154e-7,0.00004708301,0.001671371,0.003452283,0.0007990654],"study_design_scores_gemma":[0.00335687,0.00116624,0.903748,0.0002121319,0.0008812,0.001769994,0.00112698,0.00003625883,0.0002185692,0.00381989,0.0834344,0.0002294275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880055,0.003836385,0.0001191119,0.001003644,0.0001011215,0.0001919609,0.00002292808,0.00003573508,0.006683665],"genre_scores_gemma":[0.9973012,0.000327051,0.001445426,0.0006077042,0.00004285472,0.000009318273,0.00002532481,0.00001335986,0.0002277305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08959032,"threshold_uncertainty_score":0.245561,"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."}}