{"id":"W2767268527","doi":"10.2147/ceg.s105872","title":"Primary sclerosing cholangitis: diagnostic and management challenges","year":2017,"lang":"en","type":"review","venue":"Clinical and Experimental Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Liver transplantation; Asymptomatic; Cholestasis; Inflammatory bowel disease; Disease; Obeticholic acid; Gastroenterology; Internal medicine; Transplantation","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"],"consensus_categories":[],"category_scores_codex":[0.0002138489,0.0003307578,0.001684019,0.00006771424,0.0001458115,0.00004469332,0.0001505774,0.0002209824,0.00002811618],"category_scores_gemma":[0.00005330548,0.0002551046,0.0003409394,0.00001104331,0.0006691377,0.0000687319,0.0006643596,0.000383411,0.00002163685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000298712,"about_ca_system_score_gemma":0.00001904314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005386385,"about_ca_topic_score_gemma":6.437807e-7,"domain_scores_codex":[0.9982361,0.000208446,0.0005882122,0.0005501727,0.00009738643,0.0003197164],"domain_scores_gemma":[0.9987968,0.0001720165,0.0002313856,0.0004651775,0.00001253022,0.0003221071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002156545,0.0006955371,0.006672323,0.01006787,0.0006387777,0.0002294675,0.00003244057,1.679185e-9,2.853265e-7,0.00003854541,0.0003507721,0.9810583],"study_design_scores_gemma":[0.003470907,0.003086689,0.1382451,0.01586202,0.002256983,0.0006600144,0.0001170634,6.468642e-7,3.074488e-7,0.00001386129,0.8360475,0.0002388604],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01025526,0.9876263,0.00000107413,0.0001482392,0.0003752072,0.0006719165,0.00002243342,0.00002909899,0.0008704391],"genre_scores_gemma":[0.002544714,0.9961306,0.0001439728,0.0005243457,0.0002997523,0.0001061599,0.00009555722,0.00003330882,0.0001216148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9808195,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222159061040065,"score_gpt":0.439215974911478,"score_spread":0.2170000688074715,"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."}}