{"id":"W2048176301","doi":"10.1055/s-2007-966253","title":"The roles of magnetic resonance and endoscopic retrograde cholangiopancreatography (MRCP and ERCP) in the diagnosis of patients with suspected sclerosing cholangitis: a cost-effectiveness analysis","year":2007,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Magnetic resonance cholangiopancreatography; Endoscopic retrograde cholangiopancreatography; Magnetic resonance imaging; Radiology; Endoscopy; Gastroenterology; Pancreatitis","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":[0.01081209,0.001775978,0.002569681,0.003073134,0.0004194183,0.002566837,0.001602731,0.001688931,0.002707363],"category_scores_gemma":[0.02808096,0.0009260654,0.005718159,0.001829681,0.0008606223,0.001864958,0.001360156,0.001532705,0.0001235104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01244052,"about_ca_system_score_gemma":0.005049835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03111092,"about_ca_topic_score_gemma":0.02042935,"domain_scores_codex":[0.9905938,0.007610088,0.0002705361,0.0003935054,0.0005325286,0.0005994189],"domain_scores_gemma":[0.9710509,0.02603133,0.001234512,0.0002618514,0.0005939569,0.000827387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01742617,0.001009653,0.04581613,0.001811547,0.01070861,0.0003035698,0.00008989403,0.8776813,0.000465024,0.00395405,0.0009292824,0.03980478],"study_design_scores_gemma":[0.004546983,0.008115825,0.03759284,0.0009048086,0.02004056,0.0008048752,0.0003892994,0.9184604,0.0006664976,0.006684403,0.001590039,0.0002034675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476768,0.02304181,0.01512662,0.003562943,0.0001108481,0.001215455,0.002388299,0.00006058459,0.006816599],"genre_scores_gemma":[0.9945304,0.001616587,0.003044152,0.0001808796,0.00002478489,0.0001360189,0.0002891904,0.000005426433,0.0001726234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03111092,"threshold_uncertainty_score":0.09026271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009755519255221435,"score_gpt":0.2586369815851167,"score_spread":0.2488814623298953,"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."}}