{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000319346,0.001086088,0.00130333,0.002596185,0.0002842241,0.001225776,0.000805144,0.0007839339,0.0171883],"category_scores_gemma":[0.0007596927,0.0002095675,0.000316675,0.002445404,0.0005064293,0.001309314,0.0007557689,0.0009344309,0.02012992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005549838,"about_ca_system_score_gemma":0.0007130237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004219345,"about_ca_topic_score_gemma":0.0006830794,"domain_scores_codex":[0.9997755,0.00004579016,0.00003855212,0.00003665949,0.00007669235,0.00002697719],"domain_scores_gemma":[0.9996985,0.00006736114,0.00005747807,0.00002467341,0.0001087298,0.00004339298],"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":[0.00005605847,0.0000264778,0.0003412483,0.008124652,0.00005882631,0.001853774,0.0000666639,0.0001257512,0.001536045,0.001555618,0.1549111,0.8313439],"study_design_scores_gemma":[0.000006998076,0.00002297311,0.0007191267,0.001923423,0.00003984105,0.01221303,0.00005149869,0.00002865142,0.0003046293,0.0006421367,0.984039,0.00000870786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003200853,0.9859957,0.0004153895,0.0005705073,0.002164918,0.00001716082,0.00006871748,0.00005644159,0.01039105],"genre_scores_gemma":[0.004488602,0.9764357,0.001026207,0.001519255,0.003680423,0.00002727273,0.0003131308,0.0000233663,0.01248605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0171883,"threshold_uncertainty_score":0.05750054,"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."}}