{"id":"W4300180214","doi":"10.1002/hep.28219","title":"Poster Session 2: Donor and Allocation Issues: Living Donor and Split Liver Transplantation and Hepatobiliary Surgery; Experimental Steatohepatitis","year":2015,"lang":"en","type":"article","venue":"Hepatology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Toronto","funders":"","keywords":"Session (web analytics); Steatohepatitis; Medicine; Nonalcoholic steatohepatitis; Liver transplantation; Live donor; Living donor liver transplantation; General surgery; Internal medicine; Gastroenterology; Transplantation; Surgery; Fatty liver; Computer science; World Wide Web; Disease","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":[0.0002100755,0.0001785535,0.0003572782,0.0001472642,0.00007364705,0.0000284312,0.00002565188,0.0001653837,0.00009289448],"category_scores_gemma":[0.0000278801,0.0001577345,0.00003115697,0.00006435291,0.0001249409,0.0002240323,0.00002310054,0.0001052628,0.000006532003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003793866,"about_ca_system_score_gemma":0.00005308296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007812868,"about_ca_topic_score_gemma":0.0001731023,"domain_scores_codex":[0.9989634,0.0001080903,0.0002842795,0.0003293265,0.0001273508,0.0001875731],"domain_scores_gemma":[0.9993452,0.0002029725,0.00007247474,0.0001253054,0.00006011062,0.0001939559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002002169,0.00005888037,0.9910353,0.0004926007,0.00002119936,0.0001832465,0.003635061,2.273308e-8,0.001406998,0.0001502982,0.0003063234,0.00250982],"study_design_scores_gemma":[0.002499789,0.0008337792,0.9123079,0.0006106061,0.0003907354,0.006845829,0.001308397,0.001274071,0.07147752,0.0001256691,0.001750769,0.0005748819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994918,0.003083613,0.0002348911,0.001003328,0.00010745,0.000342684,0.00001927759,0.0001038919,0.0001868461],"genre_scores_gemma":[0.9842324,0.01357115,0.001162702,0.0007269412,0.00004761448,0.00002903722,0.00008595312,0.00002381528,0.000120387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07872739,"threshold_uncertainty_score":0.6432227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927466022794821,"score_gpt":0.2920873414095286,"score_spread":0.2628126811815804,"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."}}