{"id":"W1990213932","doi":"10.1002/hep.22925","title":"Hemochromatosis: Platelets and aspartate aminotransferase are useful high-degree fibrosis marker #","year":2009,"lang":"en","type":"letter","venue":"Hepatology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirrhosis; Medicine; Gastroenterology; Hemochromatosis; Internal medicine; Platelet; Fibrosis; Cohort; Ferritin; Hepatic fibrosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001104938,0.00069576,0.00165152,0.000349102,0.0001207973,0.0000375437,0.0001842041,0.001776391,0.0007082228],"category_scores_gemma":[0.00006048235,0.0006267444,0.0002260939,0.0001704033,0.0003010636,0.00008369968,0.00004939035,0.001505498,0.0002384833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003886409,"about_ca_system_score_gemma":0.0001285268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098434,"about_ca_topic_score_gemma":0.00006265438,"domain_scores_codex":[0.9970115,0.0001999801,0.0005829124,0.0009273001,0.0003861748,0.0008921515],"domain_scores_gemma":[0.9985887,0.0001498161,0.0001958964,0.0007661117,0.00008903762,0.0002104757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002935556,0.00006452321,0.04200986,0.001116688,0.0001182474,0.00668606,0.00007616059,1.138659e-7,0.0001420345,0.00004244133,0.9448559,0.004594472],"study_design_scores_gemma":[0.003948515,0.0002666074,0.2129397,0.0003031261,0.001077156,0.002049092,0.00002868354,0.00001946974,0.0004772772,0.0003367072,0.7777165,0.0008371485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5693539,0.004867614,0.00003026995,0.4227788,0.0006607524,0.0005512164,0.0001609407,0.0001931686,0.001403305],"genre_scores_gemma":[0.2466479,0.002628759,0.0007630109,0.7444107,0.001341832,0.00007993927,0.001112323,0.0001574758,0.002858069],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.322706,"threshold_uncertainty_score":0.9996184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02175290463590795,"score_gpt":0.2384192185512538,"score_spread":0.2166663139153459,"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."}}