{"id":"W2033294916","doi":"10.1148/rg.235035031","title":"US of Liver Transplants: Normal and Abnormal","year":2003,"lang":"en","type":"review","venue":"Radiographics","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Liver transplantation; Transplantation; Inferior vena cava; Radiology; Stenosis; Portal vein thrombosis; Anastomosis; Liver disease; Abnormality; Thrombosis; 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":[0.0001769293,0.0003212405,0.001434067,0.0005969172,0.00003905549,0.000009211183,0.00009153461,0.0004132473,0.00007964187],"category_scores_gemma":[0.000004725882,0.000251018,0.000597453,0.0005317866,0.0001611677,0.00005441832,0.000006018547,0.0004030033,0.000002729238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001227849,"about_ca_system_score_gemma":0.000105481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409515,"about_ca_topic_score_gemma":0.000006438908,"domain_scores_codex":[0.998687,0.00006551033,0.0005584525,0.0002442636,0.0002265559,0.0002182462],"domain_scores_gemma":[0.9992733,0.00009080449,0.0001955814,0.0002542567,0.00004569709,0.0001403604],"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":[0.00007393485,0.0002423376,0.01536557,0.3511691,0.001267457,0.0007221697,0.0002499398,5.817258e-8,0.00000180329,0.00275476,0.0005663102,0.6275865],"study_design_scores_gemma":[0.0005340015,0.0002146924,0.001617642,0.008648735,0.004902773,0.002244268,0.000003439328,0.000001094145,0.00002241752,0.000007906478,0.9815033,0.0002997268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001077509,0.9978797,0.0002558614,0.000006935852,0.00008008406,0.0005508726,0.0002066027,0.00006528809,0.0008468768],"genre_scores_gemma":[0.0001051119,0.9976031,0.001790328,0.000091941,0.00004939804,0.00001445793,0.0001596823,0.00004948695,0.0001365263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.980937,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017376126288811,"score_gpt":0.3067129784093407,"score_spread":0.2765392171464526,"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."}}