{"id":"W2548797204","doi":"10.1007/s10140-016-1448-4","title":"Small bowel diverticulitis: an imaging review of an uncommon entity","year":2016,"lang":"en","type":"review","venue":"Emergency Radiology","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Diverticulitis; Diverticulosis; Exploratory laparotomy; Perforation; Acute abdomen; Radiology; General surgery; Differential diagnosis; Laparotomy; Surgery; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002732226,0.0004492479,0.002265072,0.0001337227,0.00005223662,0.000002068971,0.0002854268,0.0001306465,0.001569937],"category_scores_gemma":[0.0002051305,0.000290944,0.0006268706,0.0001632651,0.0001051582,0.00008060659,0.00007530056,0.000229054,0.0001137295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008135344,"about_ca_system_score_gemma":0.000164052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562841,"about_ca_topic_score_gemma":0.0000371469,"domain_scores_codex":[0.9974133,0.000455798,0.001011672,0.0005730354,0.0001387581,0.0004074025],"domain_scores_gemma":[0.9983325,0.00003536044,0.0004796472,0.0007905687,0.0001105852,0.0002513233],"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":[0.0000138676,0.0004193908,0.004967033,0.06050493,0.0002914838,0.0001973929,0.00001257904,7.020699e-9,0.00000186681,0.00008773626,0.002171246,0.9313325],"study_design_scores_gemma":[0.0006918709,0.001163243,0.003747513,0.1271477,0.003661628,0.002312722,0.000008143957,0.000002745717,4.396636e-7,0.0002584451,0.8606113,0.0003943094],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001883806,0.9965583,0.00005721739,0.0001008506,0.0005721149,0.0008677759,0.00009080131,0.00004714395,0.001517424],"genre_scores_gemma":[0.00004076619,0.9979851,0.0005062927,0.0000870876,0.0001820576,0.00008705922,0.000735322,0.00005198509,0.0003243194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9309382,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05132957104983089,"score_gpt":0.3548186400624782,"score_spread":0.3034890690126473,"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."}}