{"id":"W3018138064","doi":"10.1053/j.gastro.2020.04.039","title":"Attribution of Nonalcoholic Steatohepatitis as an Etiology of Cirrhosis for Clinical Trials Eligibility: Recommendations From the Multi-stakeholder Liver Forum","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Allos Therapeutics; Genentech; Ferring Pharmaceuticals; Novo Nordisk; Intercept Pharmaceuticals; School of Medicine, Indiana University; Novartis Pharma; University of Alberta; Inselspital, Universitätsspital Bern; Cirius Therapeutics; European Medicines Agency; Bundesinstitut für Arzneimittel und Medizinprodukte; Zafgen; U.S. Food and Drug Administration; Government of South Australia; Allergan; AstraZeneca; Amarin Corporation; Valeant Pharmaceuticals International; University of Bern; Takeda Pharmaceuticals U.S.A.; EA Pharma Co., Ltd.; Virginia Commonwealth University; Gilead Sciences; Yale University; Novartis; Coherus Biosciences; Arrowhead Pharmaceuticals; CymaBay Therapeutics; Merck; GlaxoSmithKline; NGM Biopharmaceuticals; Exact Sciences Corporation; Bristol-Myers Squibb; Eli Lilly and Company; Abbott Laboratories; Boehringer Ingelheim; Inventiva Pharma; U.S. Department of Health and Human Services; Salix Pharmaceuticals; Pfizer; Galectin Therapeutics; Shire; Novartis Pharmaceuticals Corporation","keywords":"Nonalcoholic steatohepatitis; Cirrhosis; Medicine; Steatohepatitis; Gastroenterology; Internal medicine; Stakeholder; Clinical trial; Etiology; Nonalcoholic fatty liver disease; Fatty liver; Political science; Public relations","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.6347585,0.003126895,0.0100697,0.01011867,0.009032726,0.02632501,0.01472874,0.06370293,0.01073365],"category_scores_gemma":[0.7594681,0.003834678,0.01954195,0.00685172,0.01344963,0.01801276,0.01594291,0.04833467,0.004767464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008104874,"about_ca_system_score_gemma":0.07138466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006709743,"about_ca_topic_score_gemma":0.01747108,"domain_scores_codex":[0.3908208,0.3967743,0.1199701,0.01365537,0.06669144,0.01208796],"domain_scores_gemma":[0.09806746,0.7031096,0.04875907,0.02540769,0.09839896,0.02625724],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006472678,0.001181032,0.0305717,0.01398418,0.003821735,0.001132402,0.006911917,0.002452671,0.002099913,0.0497315,0.6179956,0.2636448],"study_design_scores_gemma":[0.01402233,0.002022722,0.03941171,0.09865364,0.009272967,0.001784494,0.00504875,0.01273193,0.003627186,0.1923063,0.6190681,0.002049898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007180924,0.01523621,0.02877377,0.8913522,0.0239846,0.006824015,0.002159665,0.0005893137,0.02389934],"genre_scores_gemma":[0.09039039,0.009254256,0.2140648,0.6413502,0.02418766,0.01379345,0.002396237,0.0006609163,0.003902094],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6347585,"threshold_uncertainty_score":0.4504078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4146672467596223,"score_gpt":0.4777769667719389,"score_spread":0.06310972001231663,"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."}}