{"id":"W2527416156","doi":"10.1007/s00261-016-0914-5","title":"“Incidentalomas” on abdominal and pelvic CT in emergency radiology: literature review and current management recommendations","year":2016,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Hepatology; Radiology; Computed tomography; General surgery; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007086841,0.0008986065,0.003555867,0.0007731296,0.00009677166,0.0000157596,0.0002260123,0.0002706457,0.0003351028],"category_scores_gemma":[0.0001099867,0.0005888627,0.0004667368,0.0004159441,0.0002177862,0.00007531698,0.0001915022,0.000882749,0.0001410522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005526734,"about_ca_system_score_gemma":0.0000990814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000580653,"about_ca_topic_score_gemma":0.000006190432,"domain_scores_codex":[0.9956988,0.0008598428,0.001390894,0.001236436,0.0001839189,0.0006300888],"domain_scores_gemma":[0.9980179,0.0003629876,0.0005430266,0.0007147696,0.00004318495,0.0003180956],"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":[0.0001100652,0.0001433816,0.0002494696,0.04308842,0.000443743,0.002113828,0.00003067245,6.477614e-9,9.327039e-7,0.0003793103,0.009590222,0.9438499],"study_design_scores_gemma":[0.001706179,0.0008631264,0.002172183,0.1065584,0.004583727,0.02859313,0.00001510596,7.971014e-7,4.793516e-7,0.0001800608,0.8548104,0.0005163933],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003070548,0.992882,0.000009444938,0.001162937,0.0006792243,0.003058084,0.0000753698,0.00002876027,0.001797101],"genre_scores_gemma":[0.0001080343,0.9967113,0.0003412589,0.0003008726,0.0002943306,0.0007944298,0.0005332247,0.00007231784,0.0008441927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9433336,"threshold_uncertainty_score":0.9996563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410645769768319,"score_gpt":0.3609343458289733,"score_spread":0.3268278881312901,"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."}}