{"id":"W3174794532","doi":"10.1055/s-0041-1730950","title":"Recurrent Primary Sclerosing Cholangitis: Current Understanding, Management, and Future Directions","year":2021,"lang":"en","type":"article","venue":"Seminars in Liver Disease","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Intensive care medicine; Etiology; Natural history; Liver transplantation; Inflammatory Bowel Diseases; Disease; Inflammatory bowel disease; Transplantation; Internal medicine","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":[0.0000788039,0.000163886,0.0001875541,0.0001398092,0.0001641342,0.00005714482,0.00005888008,0.00003734751,0.0001806346],"category_scores_gemma":[0.00001806759,0.0001677644,0.0001031897,0.0003369768,0.00008616039,0.0001868899,0.0001692936,0.0002399092,0.00001039074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704403,"about_ca_system_score_gemma":0.0001061246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009213203,"about_ca_topic_score_gemma":0.000004279237,"domain_scores_codex":[0.9989203,0.00007425036,0.0001730962,0.0003505929,0.0002279723,0.0002538195],"domain_scores_gemma":[0.9991934,0.00002583656,0.00004290639,0.0003283842,0.00004212833,0.0003673271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008375989,0.002979836,0.5390377,0.003443338,0.0002657111,0.00202351,0.001415478,0.000001310443,0.00006844424,0.005185823,0.01542915,0.4293121],"study_design_scores_gemma":[0.001292961,0.00004569662,0.9420339,0.001949687,0.0004435037,0.00002309779,0.001265837,0.00005581925,0.000008797167,0.0005912103,0.05208954,0.0001998967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6271268,0.3610268,0.000086031,0.0008627986,0.001256545,0.000612951,0.000159758,0.0001165403,0.008751742],"genre_scores_gemma":[0.6928811,0.3036072,0.0006635415,0.0005721718,0.0006023119,0.00006233173,0.0005075638,0.00004701208,0.001056768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4291122,"threshold_uncertainty_score":0.6841235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165305866299882,"score_gpt":0.2721788422756744,"score_spread":0.2405257836126756,"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."}}