{"id":"W2993165864","doi":"10.1002/hep4.1454","title":"Magnetic Resonance Cholangiopancreatography Severity Predicts Disease Outcomes in Pediatric Primary Sclerosing Cholangitis: A Reliability and Validity Study","year":2019,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Magnetic resonance cholangiopancreatography; Primary sclerosing cholangitis; Internal medicine; Cohort; Gastroenterology; Concordance; Intraclass correlation; Retrospective cohort study; Endoscopic retrograde cholangiopancreatography; Radiology; Disease; Pancreatitis; Psychometrics","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":[0.0004257282,0.0001816431,0.0004651609,0.0002280176,0.0001413226,0.00002140396,0.0003370054,0.00009495974,0.00003056222],"category_scores_gemma":[0.0002506804,0.0001712889,0.00009249197,0.0004749032,0.0002193257,0.0001455152,0.000354981,0.0004412986,0.00001869866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005503495,"about_ca_system_score_gemma":0.0001501866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003408863,"about_ca_topic_score_gemma":0.0003011592,"domain_scores_codex":[0.9982938,0.0004553419,0.0003740276,0.0004112935,0.0001843385,0.0002812671],"domain_scores_gemma":[0.9973938,0.000302786,0.00007152891,0.001979122,0.000085894,0.0001669006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000837628,0.0015611,0.9970007,0.00009169921,0.0000110936,0.00000888842,0.0003712676,2.714416e-7,0.00000851143,0.00003020326,0.00009840103,0.0007341264],"study_design_scores_gemma":[0.002201729,0.0002209797,0.9961532,0.0000287716,0.0001800939,0.00001327754,0.0001868,0.0001713955,6.305256e-7,0.0002103981,0.0004846844,0.0001479858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854581,0.009368781,0.000001944117,0.001902653,0.00006573151,0.001531346,0.00003733608,0.0001034607,0.00153069],"genre_scores_gemma":[0.9950716,0.003489715,0.0005634399,0.0005348468,0.00001113562,0.0001786073,0.00007186183,0.00001792592,0.00006083123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009613579,"threshold_uncertainty_score":0.6984959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628021317584557,"score_gpt":0.2794198081345697,"score_spread":0.2531395949587242,"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."}}