{"id":"W4280520837","doi":"10.1111/liv.15286","title":"Impact on follow‐up strategies in patients with primary sclerosing cholangitis","year":2022,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"Cancerfonden; Stockholms Läns Landsting; Gilead Sciences","keywords":"Medicine; Primary sclerosing cholangitis; Magnetic resonance cholangiopancreatography; Asymptomatic; Magnetic resonance imaging; Malignancy; Clinical endpoint; Endoscopic retrograde cholangiopancreatography; Radiology; Retrospective cohort study; Dysplasia; Surgery; Internal medicine; Clinical trial; Pancreatitis","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":[0.002746103,0.0002900848,0.0005744034,0.0004846294,0.0002690173,0.0006746665,0.0003226493,0.00058294,0.001306238],"category_scores_gemma":[0.01551891,0.0001241252,0.00102845,0.000831588,0.0002621688,0.000431676,0.0004543516,0.0006650463,0.0001340851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004337729,"about_ca_system_score_gemma":0.0005892094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198706,"about_ca_topic_score_gemma":0.002991413,"domain_scores_codex":[0.998014,0.001078935,0.0001913784,0.0002461541,0.0002568322,0.0002126079],"domain_scores_gemma":[0.9860374,0.006895131,0.004974418,0.0005465318,0.0005158933,0.00103058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00157662,0.0001149363,0.9817353,0.0000809484,0.0002105746,0.0001237454,0.00006284135,0.0002374145,0.000112957,0.00002526099,0.0001562005,0.01556313],"study_design_scores_gemma":[0.00008880514,0.001117844,0.996787,0.00008207997,0.000344379,0.0004541252,0.00008737384,0.0004650369,0.0001715968,0.00009436883,0.0002996671,0.000007761439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928773,0.005527722,0.0001622101,0.0004519732,0.00002638672,0.00001568738,0.0002013722,0.00001072151,0.0007266178],"genre_scores_gemma":[0.9990993,0.0004488716,0.0001268988,0.00007874911,0.00003251026,0.000008203076,0.0001650401,0.000001544317,0.0000389759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002746103,"threshold_uncertainty_score":0.01452297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475098470008442,"score_gpt":0.2558432017960054,"score_spread":0.241092217095921,"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."}}