{"id":"W3006006446","doi":"10.1016/s2468-1253(19)30344-9","title":"Serum alanine aminotransferase flares in chronic hepatitis B infection: the good and the bad","year":2020,"lang":"en","type":"review","venue":"The Lancet. Gastroenterology & hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Alanine aminotransferase; Alanine; Chronic hepatitis; Hepatitis; Medicine; Internal medicine; Gastroenterology; Immunology; Virology; Physiology; Biology; Biochemistry; Amino acid","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009836649,0.0009168737,0.005253906,0.0002001093,0.0004265342,0.00004283896,0.0007082297,0.0005497411,0.0001365418],"category_scores_gemma":[0.0001858252,0.0004603227,0.0006053075,0.0004334881,0.002361609,0.00005968656,0.0005482493,0.002725332,0.0001266857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310173,"about_ca_system_score_gemma":0.0004042246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004507826,"about_ca_topic_score_gemma":0.1765039,"domain_scores_codex":[0.9931818,0.002892151,0.001337176,0.0009633207,0.0002962378,0.001329345],"domain_scores_gemma":[0.9970676,0.001051002,0.0004476489,0.001185357,0.00009325266,0.0001551691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007365608,0.00008844715,0.8515856,0.003831345,0.001956408,0.0009098722,0.0005884109,0.000001425222,0.000001245357,0.000543953,0.007308297,0.1324484],"study_design_scores_gemma":[0.005154309,0.00132405,0.06026079,0.001458466,0.002280403,0.005067647,0.00001028328,0.000205843,5.910854e-7,0.00008254692,0.9239097,0.0002454103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01499265,0.9497563,0.000124807,0.03057247,0.000968869,0.002964284,0.0001959907,0.0001365684,0.0002880415],"genre_scores_gemma":[0.1192569,0.8703799,0.00002017363,0.007376866,0.001535663,0.001179166,0.00008267273,0.00008881444,0.00007987543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9166014,"threshold_uncertainty_score":0.9997848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108566937461039,"score_gpt":0.3044449962623682,"score_spread":0.2733593268877578,"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."}}