{"id":"W2190002717","doi":"10.1159/000440759","title":"Surrogate Endpoints for Optimal Therapeutic Response to UDCA in Primary Biliary Cholangitis","year":2015,"lang":"en","type":"article","venue":"Digestive Diseases","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ursodeoxycholic acid; Internal medicine; Gastroenterology; Surrogate endpoint; Liver transplantation; Primary sclerosing cholangitis; Population; Clinical endpoint; Cohort; Transplantation; Randomized controlled trial; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01518027,0.0007411593,0.001140222,0.001550042,0.0002551085,0.001324359,0.0004643378,0.0006603816,0.001099953],"category_scores_gemma":[0.03986261,0.0001312331,0.001219546,0.001782986,0.0006825943,0.0005889632,0.0009239052,0.001186984,0.0002391609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008841492,"about_ca_system_score_gemma":0.0008069917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004402162,"about_ca_topic_score_gemma":0.0003808168,"domain_scores_codex":[0.9916471,0.005549881,0.0008501324,0.0004484707,0.001292901,0.0002115691],"domain_scores_gemma":[0.9617019,0.01823036,0.01422988,0.001925568,0.002769628,0.001142581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004829002,0.0001005328,0.9593696,0.0004235632,0.0008472289,0.00009118059,0.0001297188,0.00499262,0.0005299993,0.0007522648,0.00122284,0.02671141],"study_design_scores_gemma":[0.0003456263,0.003310676,0.9640171,0.0004106689,0.0008223171,0.001082907,0.0001724108,0.01895279,0.00200114,0.004968362,0.003850982,0.00006514764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573451,0.01731434,0.01558695,0.00134886,0.0001984514,0.0002130243,0.003419761,0.0001167139,0.004456827],"genre_scores_gemma":[0.9957905,0.000374485,0.002195403,0.00007773052,0.00005847689,0.00008482378,0.00130813,0.00000764109,0.000102775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518027,"threshold_uncertainty_score":0.08028191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721918404206445,"score_gpt":0.3087332429534346,"score_spread":0.2715140589113701,"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."}}