{"id":"W2897520394","doi":"10.1002/hep.30314","title":"Prioritization of Therapeutic Targets and Trial Design in Cirrhotic Portal Hypertension","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Food and Drug Administration","keywords":"Medicine; Cirrhosis; Portal hypertension; Decompensation; Portal venous pressure; Internal medicine; Intensive care medicine; Portopulmonary hypertension; Clinical trial; Nonalcoholic fatty liver disease; Liver disease; Gastroenterology; Disease; Fatty liver","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":[0.00007152206,0.00004465962,0.0001493793,0.00007347952,0.00001365793,0.000001148419,0.00001204148,0.0000586021,0.00004822728],"category_scores_gemma":[0.000007335714,0.00003828921,0.00001438423,0.00006306601,0.00006690362,0.00003056972,0.000002895804,0.00003155287,0.000004989944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005324763,"about_ca_system_score_gemma":0.00005778622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002674963,"about_ca_topic_score_gemma":0.00002058105,"domain_scores_codex":[0.9995747,0.00005825763,0.0001346016,0.0001006474,0.00005427312,0.00007748436],"domain_scores_gemma":[0.9997906,0.0000456511,0.00003104905,0.00005737029,0.00004667986,0.00002864836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0769238,0.0007345923,0.8702218,0.0003950656,0.0002709964,0.0008939427,0.002311737,0.000001251754,0.03740647,0.003307041,0.0001328248,0.007400473],"study_design_scores_gemma":[0.1215927,0.007751134,0.8010568,0.0002372405,0.001506969,0.001221379,0.0002311704,0.01861621,0.0400924,0.007283501,0.00009199251,0.0003184445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970838,0.0004493951,0.001784293,0.00009892667,0.000119911,0.0003041288,0.000001296791,0.00001041411,0.0001477817],"genre_scores_gemma":[0.9993053,0.0001590568,0.0002639865,0.000189308,0.00004525218,0.000005020437,0.00001999046,0.00000499528,0.000007087171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.069165,"threshold_uncertainty_score":0.1561389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03800397588799448,"score_gpt":0.2803128152326542,"score_spread":0.2423088393446597,"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."}}