{"id":"W3180355681","doi":"10.1016/j.mric.2021.05.014","title":"MR Imaging Contrast Agents","year":2021,"lang":"en","type":"review","venue":"Magnetic Resonance Imaging Clinics of North America","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"Bayer Fund","keywords":"Medicine; Chronic liver disease; Lesion; Contrast (vision); Radiology; Liver disease; Magnetic resonance imaging; Pathology; Cirrhosis; 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":[0.0002738372,0.0008075074,0.003954296,0.0003018565,0.0000978535,0.00006301573,0.0004209117,0.000122902,0.0005176219],"category_scores_gemma":[0.0004632477,0.0007163747,0.001626046,0.0009431615,0.0004624604,0.00008363782,0.0002221014,0.0007297179,0.0001646044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185135,"about_ca_system_score_gemma":0.0009357152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008057505,"about_ca_topic_score_gemma":0.00000434423,"domain_scores_codex":[0.9953848,0.0002983238,0.001856689,0.001065001,0.0006485223,0.0007466715],"domain_scores_gemma":[0.996502,0.000581136,0.0009681219,0.001240267,0.0003585449,0.0003499538],"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":[0.000012768,0.0002213883,0.2279481,0.003015615,0.00007479951,0.001068879,0.00003034692,4.7596e-8,5.036378e-8,0.000001241866,0.002197612,0.7654291],"study_design_scores_gemma":[0.0008801604,0.0001876894,0.005502719,0.01172493,0.0030277,0.0001961211,0.00001839952,0.0005709975,4.425009e-7,0.0000025974,0.9773686,0.0005196633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002500852,0.9961468,0.0000492346,0.0002012512,0.0003791771,0.001312531,0.0002179656,0.00008588302,0.001357073],"genre_scores_gemma":[0.000684665,0.9936802,0.002515574,0.000532378,0.0002712382,0.0001722837,0.0009428143,0.0001637754,0.001037099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.975171,"threshold_uncertainty_score":0.9995287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06983940234707287,"score_gpt":0.3372395628519853,"score_spread":0.2674001605049124,"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."}}