{"id":"W3123697975","doi":"10.1016/j.cgh.2021.01.042","title":"Trajectory of Serum Bilirubin Predicts Spontaneous Recovery in a Real-World Cohort of Patients With Alcoholic Hepatitis","year":2021,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; National Institute of Diabetes and Digestive and Kidney Diseases; Centro de Envejecimiento y Regeneración, Pontificia Universidad Católica de Chile; National Institute on Alcohol Abuse and Alcoholism; Comisión Nacional de Investigación Científica y Tecnológica; National Institute for Health and Care Research; Asociación Española para el Estudio del Hígado","keywords":"Medicine; Alcoholic hepatitis; Bilirubin; Cohort; Internal medicine; Serum bilirubin; Alcoholic liver disease; Gastroenterology; Cirrhosis","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":[0.0004691473,0.0002290717,0.0003532099,0.0005198913,0.0005074223,0.0009773071,0.0003900585,0.0005283784,0.001179389],"category_scores_gemma":[0.002927486,0.0002349008,0.000445642,0.0006925387,0.0003426256,0.0008318234,0.0007732006,0.0009291946,0.0002868032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003563238,"about_ca_system_score_gemma":0.0003188298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597814,"about_ca_topic_score_gemma":0.004822629,"domain_scores_codex":[0.9996715,0.00008768286,0.00004086056,0.00007760704,0.00003307487,0.00008920324],"domain_scores_gemma":[0.9987279,0.000245383,0.0005260684,0.000117255,0.0001120864,0.0002713164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175077,0.00002421422,0.9991956,0.000002179043,0.00002079378,0.00005857414,0.00004435345,0.00003398765,0.00005549202,0.00001158841,0.0000434908,0.000392219],"study_design_scores_gemma":[0.000004328933,0.00008562191,0.9987533,0.000003169466,0.00001197701,0.0002293865,0.0003356306,0.0004192059,0.00002439294,0.00004253015,0.00008617117,0.000004245063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99942,0.00007831888,0.00005280629,0.00005452407,0.000004799805,0.000003653816,0.000194024,0.000002832474,0.0001891338],"genre_scores_gemma":[0.9994598,0.00004504419,0.00003139929,0.00001558238,0.000005531984,0.000002588327,0.0003662228,0.000001566173,0.00007228956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004597814,"threshold_uncertainty_score":0.009142101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503826728567056,"score_gpt":0.3516066723860798,"score_spread":0.3065684051004092,"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."}}