{"id":"W2572974355","doi":"10.1111/jgh.13738","title":"Diagnostic considerations for cholestatic liver disease","year":2017,"lang":"en","type":"review","venue":"Journal of Gastroenterology and Hepatology","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cholestasis; Medicine; Gastroenterology; Alkaline phosphatase; Cirrhosis; Biliary tract; Internal medicine; Liver disease; Primary biliary cirrhosis; Pathology; Enzyme; Biochemistry; Biology","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":[0.0004963261,0.0006753551,0.0009407041,0.003078162,0.0003432476,0.0008799629,0.0006766285,0.0009493853,0.00433274],"category_scores_gemma":[0.001901039,0.0001757992,0.0005777748,0.001445538,0.0005436455,0.001084215,0.000506749,0.001560351,0.001820125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000404302,"about_ca_system_score_gemma":0.0009924732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225176,"about_ca_topic_score_gemma":0.001808331,"domain_scores_codex":[0.9997112,0.0000682706,0.00005310732,0.00003560998,0.00009938506,0.0000322975],"domain_scores_gemma":[0.9994835,0.000251329,0.00006539873,0.00001435992,0.0001474475,0.00003789344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007047952,0.00005352863,0.003065121,0.01089151,0.00008268451,0.005047714,0.0002660511,0.000218816,0.001381202,0.003531178,0.06803909,0.9073526],"study_design_scores_gemma":[0.00002837685,0.00008019771,0.00881347,0.02075866,0.0002052452,0.09051584,0.0006312847,0.000218924,0.0009132242,0.006296247,0.8714834,0.00005509916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009059808,0.9895057,0.0008825614,0.002121689,0.0006948533,0.00001861415,0.00009202909,0.00004288379,0.005735695],"genre_scores_gemma":[0.009551852,0.9843978,0.002064885,0.001404196,0.0009710353,0.00001954253,0.0002993656,0.000008645371,0.001282591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00433274,"threshold_uncertainty_score":0.01449448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115363013113009,"score_gpt":0.3893530774571982,"score_spread":0.2739900643441892,"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."}}