{"id":"W3029639615","doi":"10.1002/hep.31393","title":"The Sclerosing Cholangitis Outcomes in Pediatrics (SCOPE) Index: A Prognostic Tool for Children","year":2020,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Western University; University of Manitoba; London Health Sciences Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Genentech; National Institutes of Health; Children's Hospital Foundation; PSC Partners Seeking a Cure; Alexion Pharmaceuticals; Gilead Sciences","keywords":"Medicine; Primary sclerosing cholangitis; Internal medicine; Liver transplantation; Retrospective cohort study; Biliary atresia; Liver biopsy; Gastroenterology; Cohort; Liver disease; Hepatoblastoma; Biopsy; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008955166,0.00009409404,0.0002372201,0.00003474324,0.0001094695,0.0000210998,0.0001076283,0.0000700604,0.00001769498],"category_scores_gemma":[0.0007990776,0.00006453237,0.00008583433,0.0001453337,0.00005426311,0.00004643643,0.00006672699,0.0001722225,0.00001989465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000215383,"about_ca_system_score_gemma":0.0001151501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130619,"about_ca_topic_score_gemma":0.00002035831,"domain_scores_codex":[0.9992489,0.00004915841,0.000198157,0.0001556053,0.00008413451,0.0002640338],"domain_scores_gemma":[0.9993853,0.0002826671,0.00004934279,0.0001580528,0.00004361019,0.00008105463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001252585,0.00006316473,0.9956524,0.00004015212,0.00002805916,0.000009529655,0.0001377817,4.386001e-7,0.00001312823,0.0001247099,0.001072219,0.002733176],"study_design_scores_gemma":[0.001606609,0.0002048829,0.9966294,0.00001193464,0.00008455194,0.00001630514,0.00003952001,0.0004630813,0.00002089656,0.00006006379,0.0007881749,0.00007454743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928858,0.001102667,0.00014053,0.004828421,0.0001032591,0.0008029416,0.00002807058,0.00003986922,0.00006839055],"genre_scores_gemma":[0.9971174,0.0002701964,0.0001314453,0.002226785,0.0001133456,0.00006200965,0.0000345431,0.00001477839,0.00002947031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004231575,"threshold_uncertainty_score":0.2631554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398262116842197,"score_gpt":0.2727447225503365,"score_spread":0.2487621013819145,"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."}}