{"id":"W2035340624","doi":"10.1111/j.1572-0241.2007.01333.x","title":"Comparison of Endoscopic Ultrasonography and Magnetic Resonance Cholangiopancreatography in the Diagnosis of Pancreatobiliary Diseases: A Prospective Study","year":2007,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Council on International Law","funders":"","keywords":"Medicine; Magnetic resonance cholangiopancreatography; Malignancy; Endoscopic ultrasonography; Radiology; Endoscopic retrograde cholangiopancreatography; Magnetic resonance imaging; Gold standard (test); Prospective cohort study; Cholangiography; Ultrasonography; Gastroenterology; Internal medicine; Endoscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000706246,0.0001389592,0.0008507457,0.0003284694,0.0000301277,0.000004557788,0.0002418076,0.00001569733,0.000006927432],"category_scores_gemma":[0.00007661652,0.0000762536,0.0001747865,0.0005334226,0.0009857914,0.00003739537,0.00002638417,0.0002908715,9.453659e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001037787,"about_ca_system_score_gemma":0.00002283478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001529099,"about_ca_topic_score_gemma":0.000130161,"domain_scores_codex":[0.9983352,0.0003759128,0.0006267205,0.0001374042,0.0002664709,0.0002582947],"domain_scores_gemma":[0.9986128,0.0003762357,0.0005761213,0.0002502133,0.0001138693,0.00007079343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007866655,0.001785848,0.982573,0.00002024719,0.0001489007,0.00003023351,0.004471657,0.000001325388,0.0001773399,0.000004103262,0.00004372824,0.002876909],"study_design_scores_gemma":[0.002472612,0.03608137,0.9305369,0.00007850325,0.0003887985,0.0001491781,0.03011239,0.000001490672,0.00009850984,0.00003897422,0.0000112012,0.00003002552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942921,0.004749973,0.0000273505,0.0003409975,0.00002894672,0.0005246456,0.000007824553,0.000003025294,0.00002509779],"genre_scores_gemma":[0.9989991,0.0005294213,0.0001453484,0.000263291,0.00003278362,0.00001994769,6.898482e-7,0.000008912349,4.927294e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05203611,"threshold_uncertainty_score":0.363219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009831746180372795,"score_gpt":0.2933460322647026,"score_spread":0.2835142860843298,"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."}}