{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009543048,0.0001725301,0.000254035,0.0004177415,0.0001950572,0.0003411893,0.0001475588,0.0003752792,0.00121174],"category_scores_gemma":[0.003238891,0.00009810558,0.000207645,0.000329958,0.0002396892,0.000259476,0.0002274353,0.0003803783,0.0001933363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682749,"about_ca_system_score_gemma":0.0002528401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007247553,"about_ca_topic_score_gemma":0.001180294,"domain_scores_codex":[0.9996631,0.0001568526,0.0000370367,0.00004061151,0.00006221395,0.00004019969],"domain_scores_gemma":[0.9978434,0.000749044,0.0008418825,0.00005624598,0.0002237567,0.0002857524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002760823,0.00002437513,0.9972907,0.00001037448,0.0000206125,0.0000334906,0.00001189416,0.00005266977,0.0001950266,0.000002470809,0.00002276102,0.002059633],"study_design_scores_gemma":[0.00001146771,0.0002373063,0.9989917,0.000008603122,0.00002188107,0.0002842108,0.00003064305,0.0002423438,0.0001030471,0.00001148998,0.00005588661,0.000001591566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989948,0.0006560144,0.00007121417,0.00004525971,0.00000346363,0.000004742034,0.0000380135,0.000002833554,0.0001837658],"genre_scores_gemma":[0.9997948,0.00005985644,0.00003991438,0.000008589175,0.000005931351,0.000002203564,0.00004418528,4.554345e-7,0.00004393262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00121174,"threshold_uncertainty_score":0.005046904,"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."}}