{"id":"W4229799097","doi":"10.1016/j.rcl.2011.05.002","title":"Hepatobiliary Tumors","year":2011,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Radiology; Magnetic resonance imaging; Vascularity; Ionizing radiation; Gallbladder; Liver parenchyma; Population; Surgery","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":[0.00028676,0.0003999953,0.003414414,0.0002697166,0.0000509169,0.000003907735,0.0003297064,0.0002832085,0.0002683227],"category_scores_gemma":[0.0003577676,0.0002739991,0.001874927,0.0005028596,0.0003001604,0.00003981566,0.0001117344,0.0005310387,0.0003241606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005183031,"about_ca_system_score_gemma":0.0004593991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002204445,"about_ca_topic_score_gemma":0.000002729938,"domain_scores_codex":[0.9975253,0.0001345683,0.001461893,0.0004001105,0.0001621148,0.0003159569],"domain_scores_gemma":[0.997328,0.0002739775,0.001114698,0.0009839792,0.000114283,0.0001850265],"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":[0.00001029031,0.0001618919,0.001686992,0.006490837,0.0003764679,0.00004828073,0.00002490579,4.304062e-7,2.545499e-9,0.00004377746,0.001258147,0.989898],"study_design_scores_gemma":[0.0001976164,0.0006037624,0.00107149,0.002685685,0.001622551,0.0003416354,0.000009071057,0.00001218922,1.851503e-8,0.0000285465,0.9931717,0.0002557406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003079739,0.9956527,0.0000867874,0.00001075958,0.0001569828,0.0008670854,0.00008588206,0.00007633702,0.002755489],"genre_scores_gemma":[0.00008644951,0.9958761,0.002628714,0.0001476711,0.000167011,0.00007283782,0.000761479,0.00004301603,0.0002166774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9919136,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08796417324963504,"score_gpt":0.3540229138051503,"score_spread":0.2660587405555153,"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."}}