{"id":"W3197726408","doi":"10.1016/j.clinimag.2021.08.007","title":"Utility of MRCP in surveillance of primary sclerosing cholangitis associated hepatobiliary malignancy: 15 year experience at a single institution in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Clinical Imaging","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Malignancy; Primary sclerosing cholangitis; Retrospective cohort study; Magnetic resonance cholangiopancreatography; Hepatocellular carcinoma; Cohort; Internal medicine; Radiology; Gastroenterology; Endoscopic retrograde cholangiopancreatography; Pancreatitis; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00079151,0.0003722026,0.0003393869,0.0006447841,0.001798759,0.001619376,0.0008686082,0.000441542,0.001225679],"category_scores_gemma":[0.003481091,0.0004003599,0.0002771356,0.001779461,0.001089118,0.0003971014,0.0008734447,0.0005457969,0.0002233493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02401376,"about_ca_system_score_gemma":0.03196365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9580722,"about_ca_topic_score_gemma":0.9848328,"domain_scores_codex":[0.9988631,0.0001309081,0.00009033196,0.0001249352,0.0004269937,0.0003637334],"domain_scores_gemma":[0.9968054,0.0002962155,0.0004556116,0.0000770574,0.001381829,0.0009838199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002234261,0.0001670787,0.962159,0.0000891586,0.000055667,0.002742894,0.003907052,0.0003928849,0.001624345,0.00008382372,0.0011843,0.0273704],"study_design_scores_gemma":[0.00003305956,0.0003192534,0.9889832,0.00008364799,0.00005542071,0.002370078,0.004630642,0.0007087744,0.0003465671,0.00003092253,0.002405692,0.0000328012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994081,0.001159289,0.0001886597,0.0005199271,0.00001202523,0.00006826863,0.0002686192,0.00001434955,0.003687911],"genre_scores_gemma":[0.9969673,0.001203862,0.0005698641,0.0001919702,0.00001312696,0.000008851387,0.0002040418,0.00001322389,0.0008279422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9580722,"threshold_uncertainty_score":0.1742328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761881905590936,"score_gpt":0.2961878716944814,"score_spread":0.238569052638572,"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."}}