{"id":"W2799934512","doi":"10.1093/jcag/gwy020","title":"A Cholangioscopy-Based Novel Classification System for the Phenotypic Stratification of Dominant Bile Duct Strictures in Primary Sclerosing Cholangitis—the Edmonton Classification","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Boston Scientific Corporation","keywords":"Primary sclerosing cholangitis; Bile duct; Medicine; Gastroenterology; Internal medicine; Pathology; 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":[0.003087383,0.001015077,0.0004849935,0.004713709,0.00090253,0.001240613,0.001249154,0.0007711117,0.002050014],"category_scores_gemma":[0.006682246,0.0002147941,0.0009633046,0.001394843,0.0009837389,0.001708337,0.001306611,0.0008260199,0.0008306757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000997915,"about_ca_system_score_gemma":0.001692485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002964329,"about_ca_topic_score_gemma":0.004421375,"domain_scores_codex":[0.9983882,0.0004221611,0.0003269395,0.0002175425,0.0004658243,0.0001794059],"domain_scores_gemma":[0.9961432,0.0006091191,0.0009054787,0.0003232111,0.001571267,0.0004477339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004939548,0.0001255025,0.8341981,0.0002374798,0.0001463996,0.002035465,0.0005107534,0.002034668,0.007058904,0.003528768,0.01237235,0.1372577],"study_design_scores_gemma":[0.0003206589,0.00113405,0.8281032,0.0006801621,0.000703058,0.04347758,0.001524619,0.05606604,0.006562083,0.009825464,0.0513418,0.0002613623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8028046,0.008658059,0.1460264,0.004799565,0.001728142,0.001441029,0.002111917,0.0008359094,0.0315944],"genre_scores_gemma":[0.820432,0.001239172,0.1714747,0.0003807985,0.0004923453,0.0006119035,0.003060697,0.00008435024,0.002223986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004713709,"threshold_uncertainty_score":0.01632786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564311071605955,"score_gpt":0.2546401343913888,"score_spread":0.2289970236753293,"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."}}