{"id":"W2905044063","doi":"10.1002/hep.30479","title":"Factors Associated With Outcomes of Patients With Primary Sclerosing Cholangitis and Development and Validation of a Risk Scoring System","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University Health Network; University of Toronto","funders":"Birmingham Biomedical Research Centre; Department of Health and Aged Care, Australian Government; Isaac Newton Trust; National Institute for Health and Care Research; Addenbrooke's Charitable Trust, Cambridge University Hospitals; PSC Partners Seeking a Cure; Health Research; Gilead Sciences; Wellcome Trust; GlaxoSmithKline","keywords":"Primary sclerosing cholangitis; Medicine; Internal medicine; Primary (astronomy); Gastroenterology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004377623,0.0005397471,0.0004035802,0.001255967,0.0002216559,0.0006909285,0.0004037164,0.0004012738,0.0004227895],"category_scores_gemma":[0.02059518,0.0001734174,0.0003587482,0.0007529645,0.0004640622,0.0004335266,0.0006753239,0.0006556108,0.0002042473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296036,"about_ca_system_score_gemma":0.0006857093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880636,"about_ca_topic_score_gemma":0.001275278,"domain_scores_codex":[0.9981001,0.0009097224,0.0002401633,0.0001612643,0.0004683055,0.0001205551],"domain_scores_gemma":[0.9913517,0.003753891,0.002426684,0.0005437421,0.00141225,0.0005117217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000166938,0.00002912605,0.9947112,0.000008831601,0.00002977231,0.00003472778,0.00004053972,0.0003867359,0.0002044201,0.0000238116,0.00008892143,0.004275034],"study_design_scores_gemma":[0.00006382525,0.0006114774,0.9892524,0.00001780791,0.00005847302,0.0004421744,0.00008917048,0.008668463,0.0004228248,0.0001271734,0.0002311017,0.0000150282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997943,0.0002040219,0.001283017,0.00009186556,0.0000098475,0.00003429297,0.0001115617,0.00001316725,0.0003091511],"genre_scores_gemma":[0.9982181,0.00004552231,0.001330871,0.00001806988,0.0000204735,0.00002644265,0.0002861297,0.00000343677,0.00005088906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004377623,"threshold_uncertainty_score":0.02315134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335550907181771,"score_gpt":0.2324566594876309,"score_spread":0.1991011504158132,"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."}}