{"id":"W2080010723","doi":"10.1111/jvh.12279","title":"<scp>APRI</scp> and <scp>FIB</scp>‐4 are good predictors of the stage of liver fibrosis in chronic hepatitis <scp>B</scp>: the Chronic Hepatitis Cohort Study (<scp>CH</scp>e<scp>CS</scp>)","year":2014,"lang":"en","type":"article","venue":"Journal of Viral Hepatitis","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Janssen Pharmaceuticals; Genentech; AbbVie Canada; Vertex Pharmaceuticals; Centers for Disease Control and Prevention Foundation; AbbVie; Bristol-Myers Squibb","keywords":"Fibrosis; Liver biopsy; Medicine; Liver fibrosis; Internal medicine; Gastroenterology; Stage (stratigraphy); Chronic hepatitis; Biopsy; Immunology; Biology; Virus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002744897,0.0006091206,0.0003944592,0.001496661,0.0004582778,0.0007041593,0.0003115521,0.0006214506,0.002033644],"category_scores_gemma":[0.005324505,0.0002137815,0.0005008161,0.0005720714,0.0005323893,0.0004836132,0.0005816172,0.0005233967,0.0003873935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996187,"about_ca_system_score_gemma":0.0003588714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664459,"about_ca_topic_score_gemma":0.003104389,"domain_scores_codex":[0.9993247,0.0003214377,0.00005216465,0.00009039034,0.0001292763,0.00008203655],"domain_scores_gemma":[0.9971524,0.001272251,0.0007150578,0.0002074976,0.0002784963,0.0003742484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004523029,0.00002121015,0.9956661,0.00001013824,0.00008484312,0.00002660334,0.00002317676,0.00007546485,0.0004631604,0.00001661809,0.00007380661,0.003086471],"study_design_scores_gemma":[0.00001636795,0.0001744948,0.9986097,0.000004791387,0.00006395039,0.0001540428,0.000047356,0.0003690944,0.0002880888,0.00007071625,0.00019566,0.000005586921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979989,0.0004457129,0.0003002639,0.00006303165,0.00001083755,0.00001402692,0.0002443385,0.000007506449,0.0009153929],"genre_scores_gemma":[0.9986045,0.00009941828,0.0005610003,0.00001560118,0.00002114078,0.00001162509,0.0003933026,0.000002929711,0.0002905731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002744897,"threshold_uncertainty_score":0.01451659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107688973852779,"score_gpt":0.2439905321396886,"score_spread":0.2329136424011608,"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."}}