{"id":"W2152624596","doi":"10.1002/hep.25557","title":"Clinical trials and their translation in hepatology: Past, present, and future","year":2011,"lang":"en","type":"editorial","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Hepatology; Medicine; Internal medicine; Clinical trial; Translation (biology); Gastroenterology; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001184246,0.0003890198,0.00228518,0.0001968053,0.00004166095,0.00001318414,0.00007408578,0.001888683,0.0001503102],"category_scores_gemma":[0.0002779716,0.0002680274,0.0002551736,0.00007478231,0.0002407676,0.00004769138,0.0000537266,0.0007254435,0.00001416637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004001422,"about_ca_system_score_gemma":0.0003278034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000259388,"about_ca_topic_score_gemma":0.0001949552,"domain_scores_codex":[0.9964374,0.001314003,0.001035446,0.0007413013,0.0001523195,0.0003194906],"domain_scores_gemma":[0.9951167,0.003860755,0.0003333576,0.0003430014,0.00008960073,0.0002565744],"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":[0.0008596619,0.0004431879,0.3719262,0.0001758277,0.0004255586,0.0002457328,0.0002425835,2.042785e-9,4.916589e-7,0.00004635657,0.5760237,0.04961064],"study_design_scores_gemma":[0.006409546,0.0005864278,0.02241495,0.00009144597,0.0008759748,0.00004284979,0.00005775691,0.00004922687,0.000006960151,0.0004687246,0.9687876,0.0002086065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1146088,0.07566714,0.00001273873,0.01009476,0.7937717,0.00308977,0.0007813335,0.0001133843,0.001860406],"genre_scores_gemma":[0.0500788,0.05616137,0.0001675471,0.0003024407,0.8916296,0.0003187359,0.001178763,0.00006793726,0.00009480929],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3927638,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102943704543034,"score_gpt":0.4036325380828797,"score_spread":0.3006888335398457,"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."}}