{"id":"W2027862649","doi":"10.1038/ajg.2010.216","title":"Baseline Ductopenia and Treatment Response Predict Long-Term Histological Progression in Primary Biliary Cirrhosis","year":2010,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":371,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Ursodeoxycholic acid; Liver biopsy; Primary biliary cirrhosis; Gastroenterology; Internal medicine; Biopsy; Elevated alkaline phosphatase; Odds ratio; Primary sclerosing cholangitis; Stage (stratigraphy); Confidence interval; Alkaline phosphatase; Cirrhosis; Pathology; 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":[0.0008157644,0.0001385709,0.0005639084,0.0001454928,0.00004950013,0.000007796913,0.0001538325,0.00003103694,0.00006502355],"category_scores_gemma":[0.0001377722,0.00007282859,0.0001119539,0.0000846385,0.0007598532,0.00005788876,0.00007847483,0.000433939,0.000001517936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009494951,"about_ca_system_score_gemma":0.0001119512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002430081,"about_ca_topic_score_gemma":0.00001575182,"domain_scores_codex":[0.9983519,0.0007460855,0.0003820309,0.0001369287,0.0001434186,0.0002396147],"domain_scores_gemma":[0.998859,0.000219292,0.0003974604,0.0002679918,0.00007037375,0.0001858102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09644976,0.0006452134,0.8651811,0.000006636057,0.00008470075,0.0003660402,0.0001321409,4.90081e-7,0.01736104,4.018836e-7,0.00006239334,0.01971012],"study_design_scores_gemma":[0.002718507,0.03116577,0.9618424,0.00005414091,0.0001851653,0.003740574,0.00007211923,0.00001617891,0.00008134351,0.000005603869,0.00008259192,0.00003560007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99253,0.0002237904,0.00002796105,0.006877227,0.0001229115,0.0001964221,0.000006136669,0.000007506099,0.000007982299],"genre_scores_gemma":[0.9976828,0.0003738562,0.0007105332,0.001071858,0.0001180477,0.00000689592,0.000004566616,0.00001019336,0.00002130761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09666134,"threshold_uncertainty_score":0.2969864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122461126556252,"score_gpt":0.2780132046871514,"score_spread":0.2667885934215889,"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."}}