{"id":"W4255612430","doi":"10.1097/mog.0b013e3282f8e28f","title":"Hepatobiliary pathology","year":2008,"lang":"en","type":"review","venue":"Current Opinion in Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Pathology; Hepatocellular adenoma; Fibrosis; Medicine; Primary sclerosing cholangitis; Hepatitis; Autoimmune hepatitis; Liver biopsy; Hepatocyte; Biology; Internal medicine; Biopsy; Adenoma","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001098745,0.0004653411,0.002139932,0.0004926787,0.00004485321,0.000005412603,0.0002667696,0.0003173934,0.0001572645],"category_scores_gemma":[0.00005909346,0.0003879828,0.0007201267,0.0001905173,0.0002354399,0.00004724315,0.0002603389,0.001142618,0.000191391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920188,"about_ca_system_score_gemma":0.0002769478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007362443,"about_ca_topic_score_gemma":7.540795e-7,"domain_scores_codex":[0.9972516,0.0005804736,0.0008625235,0.0005710199,0.0001512736,0.0005831487],"domain_scores_gemma":[0.9987136,0.00007276854,0.0002936036,0.0006661032,0.00005087387,0.0002030397],"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":[0.0002220984,0.001371188,0.07158057,0.03037326,0.0001435003,0.0001169517,0.00005306324,1.603627e-7,5.063042e-8,0.00003179342,0.01841128,0.8776961],"study_design_scores_gemma":[0.00112679,0.0006893594,0.008283008,0.01155619,0.0001787463,0.00284372,0.000005933826,0.000004130503,8.850972e-9,0.00001015083,0.9751571,0.0001448448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005133559,0.991523,0.00002398383,0.00005127408,0.006802431,0.0008918452,0.00009171331,0.000050915,0.0000515127],"genre_scores_gemma":[0.00003059912,0.9975826,0.00004210114,0.00006681406,0.0006590847,0.0002182127,0.001333127,0.00004910591,0.00001831393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9567459,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113620046509204,"score_gpt":0.3999794151878545,"score_spread":0.2863593686786504,"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."}}