{"id":"W2532082655","doi":"10.1148/radiol.2016150420","title":"Case 235: Hepatic Adenomatosis Due to Inflammatory Adenomas","year":2016,"lang":"en","type":"article","venue":"Radiology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Asymptomatic; Hepatology; Magnetic resonance imaging; Gadoxetic acid; Radiology; Cirrhosis; Biopsy; Abdominal pain; Gastroenterology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001770252,0.0002111665,0.0004702373,0.0001993904,0.00007759088,0.000007028911,0.00008557252,0.0001861156,0.0006554802],"category_scores_gemma":[0.0001441055,0.0001368852,0.000144283,0.0001473198,0.00008904053,0.00005452073,0.00005018877,0.00008484993,0.001472905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506662,"about_ca_system_score_gemma":0.0000921738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003286173,"about_ca_topic_score_gemma":0.00002284787,"domain_scores_codex":[0.9986591,0.0001370066,0.0003062061,0.0003699201,0.0001054669,0.0004222766],"domain_scores_gemma":[0.9988558,0.0002195973,0.00005703711,0.0004376431,0.00005627097,0.0003736865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455536,0.00007203634,0.9236409,0.00004813808,0.000181083,0.04614716,0.0003335572,7.826125e-8,0.00941259,0.0004510689,0.003249585,0.01631822],"study_design_scores_gemma":[0.01050267,0.004755937,0.4385483,0.0004170024,0.001280342,0.3982459,0.0002323483,0.0002829288,0.04919083,0.0006588793,0.09450206,0.00138284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931988,0.0007271277,0.0003862077,0.00345327,0.0001958003,0.0005940356,0.00001376619,0.0001353073,0.001295679],"genre_scores_gemma":[0.9968336,0.00004157133,0.0008318608,0.000655474,0.0003021614,0.0001665528,0.000009903934,0.00003647317,0.001122391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850927,"threshold_uncertainty_score":0.9993046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055358616121504,"score_gpt":0.244098016029795,"score_spread":0.2035444298685799,"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."}}