{"id":"W1983505961","doi":"10.1038/ajg.2011.375","title":"The Spectrum of Sclerosing Cholangitis and the Relevance of IgG4 Elevations in Routine Practice","year":2011,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Relevance (law); Primary sclerosing cholangitis; General surgery; Internal medicine; Disease","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":[0.0009983059,0.00007448977,0.0003685742,0.00006962172,0.00006325066,0.000004576021,0.0001721723,0.00001300432,0.000009453359],"category_scores_gemma":[0.0006804119,0.00003464336,0.00008297617,0.0001385594,0.001390598,0.00009193283,0.00003647667,0.0003067945,6.037498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001704196,"about_ca_system_score_gemma":0.00004521704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008984037,"about_ca_topic_score_gemma":0.00002221178,"domain_scores_codex":[0.9986821,0.000415327,0.0005259976,0.00006014542,0.0001435741,0.0001728544],"domain_scores_gemma":[0.997941,0.000493888,0.001181827,0.000201867,0.0001388019,0.00004261461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1676346,0.0008447146,0.7895297,0.00006216163,0.001441143,0.0001373678,0.01187491,0.0001168633,0.008798199,0.007871537,0.0006664755,0.01102233],"study_design_scores_gemma":[0.004791012,0.006509688,0.9794813,0.0002480861,0.0004114451,0.001720687,0.004770746,0.00009195384,0.0008132442,0.0008489102,0.0002716825,0.00004120504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893636,0.0005170734,0.0001619357,0.009510855,0.00006189125,0.000104915,0.000002535023,0.000002337802,0.0002748715],"genre_scores_gemma":[0.9976707,0.001115672,0.0003398886,0.0007954922,0.00005689108,0.000001644126,2.715032e-7,0.00000774164,0.00001176515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1899516,"threshold_uncertainty_score":0.5123717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064487514047257,"score_gpt":0.2442982621500116,"score_spread":0.2336533870095391,"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."}}