{"id":"W4243694616","doi":"10.1148/radiol.2019180133","title":"Case 275","year":2019,"lang":"en","type":"article","venue":"Radiology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Iohexol; Abdomen; Pelvis; Radiology; Artifact (error); Nuclear medicine; Iodinated contrast; Computed tomography; Internal medicine; Renal function","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001251204,0.00005339091,0.0002126389,0.0000329974,0.00002400992,7.821995e-7,0.00002205949,0.00006844916,0.0004856584],"category_scores_gemma":[0.000124238,0.00003820349,0.00003391459,0.00003774073,0.0001257006,0.000007465309,0.00001680437,0.000145937,0.0008967735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009103753,"about_ca_system_score_gemma":0.00001850084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008544724,"about_ca_topic_score_gemma":9.438937e-7,"domain_scores_codex":[0.9995536,0.00004086925,0.00008404014,0.0001357634,0.00003265908,0.0001530998],"domain_scores_gemma":[0.9996421,0.0001012828,0.00001578356,0.0001590581,0.00001766086,0.00006410086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000116423,0.00009206053,0.828543,0.000104503,0.0002023611,0.04910255,0.0008247574,0.00000161755,0.005546497,0.002283993,0.09743589,0.01574632],"study_design_scores_gemma":[0.003778751,0.001135123,0.06534733,0.00004265856,0.0001769618,0.702516,0.0004603834,0.0004306095,0.0004000057,0.0005371472,0.2249389,0.0002361068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643791,0.000809029,0.00008332539,0.002873247,0.0005211548,0.00009265164,0.000001103691,0.00005058298,0.0311898],"genre_scores_gemma":[0.9898528,0.00004122665,0.0005984106,0.003454943,0.0001671139,0.000004595962,0.00000476893,0.000005324308,0.005870847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7631957,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589133577772308,"score_gpt":0.3036847673896605,"score_spread":0.2777934316119374,"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."}}