{"id":"W4298294868","doi":"10.1002/hep.28313","title":"Late‐breaking abstracts","year":2015,"lang":"en","type":"article","venue":"Hepatology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; Toronto Western Hospital","funders":"Beijing Friendship Hospital, Capital Medical University; Xiangya Hospital, Central South University; Baylor University Medical Center; Agenzia Italiana del Farmaco, Ministero della Salute; University of Colorado Denver; University of North Carolina at Chapel Hill; School of Medicine, New York University; Genentech; Ruijin Hospital; Peking University People's Hospital; Peking University; Università di Bologna; Jilin University; Università degli Studi di Udine; Università degli Studi di Padova; Central South University; Università degli Studi di Cagliari; Capital Medical University; Ochsner Health; Thomas Jefferson University; School of Medicine, University of North Carolina at Chapel Hill; Kaohsiung Medical University; Inova Health System; University of Pennsylvania; National Cancer Institute; Gilead Sciences; University of Miami; York University; Pfizer; U.S. Food and Drug Administration; Bristol-Myers Squibb; Baylor University; AbbVie","keywords":"Hepatology; Medicine; Internal medicine; Liver transplantation; Gastroenterology; Liver disease; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003790765,0.00007781156,0.0002580755,0.0001063374,0.00005400728,0.00002860293,0.0001335457,0.00006447168,0.001787959],"category_scores_gemma":[0.00009349058,0.00008959165,0.00004891492,0.00007739714,0.00008261528,0.0001115771,0.00007314407,0.00006074349,0.04849534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005865539,"about_ca_system_score_gemma":0.00001646451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003531021,"about_ca_topic_score_gemma":0.00003320896,"domain_scores_codex":[0.999141,0.000005023576,0.0003159124,0.0002784709,0.0000128875,0.0002466607],"domain_scores_gemma":[0.9995441,0.00001873475,0.000150344,0.0001806563,0.00001866075,0.00008751361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001290742,0.00005095977,0.2972226,0.000007051041,0.00006414827,0.0000311727,0.001181358,0.00007659012,0.000001835881,0.3003815,0.4004233,0.0005466095],"study_design_scores_gemma":[0.0003881237,0.00001849393,0.003864887,0.000001703945,0.000002676537,0.00001221128,0.000205147,0.001155815,0.00001669473,0.02866374,0.9655201,0.0001503539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2740186,0.000684281,0.00007013357,0.0003946444,0.00281473,0.00004453786,0.00004214228,0.00004291236,0.7218881],"genre_scores_gemma":[0.9492887,0.00003204549,0.0002760219,0.0003771354,0.00006516434,0.000005843036,0.000004324205,0.000007683857,0.04994305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6752702,"threshold_uncertainty_score":0.9991245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098245165923962,"score_gpt":0.2342051201327972,"score_spread":0.124380603540401,"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."}}