{"id":"W2614344513","doi":"10.1097/tp.0000000000001823","title":"Hepatic Hemodynamics and Portal Flow Modulation","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hemodynamics; Liver transplantation; Cohort; Blood flow; Portal venous pressure; Internal medicine; Cohort study; Cardiology; Transplantation; Portal hypertension; Surgery; Cirrhosis","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":[],"consensus_categories":[],"category_scores_codex":[0.00006889899,0.00009044851,0.0001291195,0.00005129713,0.0001908017,0.00004562035,0.0000411357,0.00006432704,0.00004411561],"category_scores_gemma":[0.00000760692,0.00007271592,0.0000351288,0.00001733718,0.0000478874,0.0002133365,0.000002571719,0.000069454,0.000008507789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001083527,"about_ca_system_score_gemma":0.00001590274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004769787,"about_ca_topic_score_gemma":0.00008379389,"domain_scores_codex":[0.999466,0.000008248729,0.0001520135,0.0001462174,0.0001303887,0.00009714341],"domain_scores_gemma":[0.9996292,0.00001563738,0.00007271229,0.0001904372,0.0000312267,0.00006076041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007938481,0.0001341807,0.922565,0.003884922,0.00009420799,0.000565334,0.002482823,0.00006542279,0.02178261,0.004110235,0.0000527419,0.04346866],"study_design_scores_gemma":[0.001435773,0.00007118301,0.9659603,0.00009367437,0.0002018792,0.0002407792,0.00002014557,0.02369296,0.007412731,0.0007232028,0.00003489264,0.0001125333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565137,0.0000137148,0.04037454,0.000954647,0.00009674107,0.0002514498,0.00005255763,0.000107022,0.001635642],"genre_scores_gemma":[0.9895518,0.001299142,0.008415196,0.0001166367,0.00004403112,0.000006823433,0.0002888624,0.00001433332,0.0002632152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04339523,"threshold_uncertainty_score":0.2965269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216476462346471,"score_gpt":0.2819760971881106,"score_spread":0.2698113325646458,"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."}}