{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131717,0.0007455098,0.0009365553,0.0007946187,0.0003661741,0.001361843,0.0009303249,0.003818553,0.00301458],"category_scores_gemma":[0.01101742,0.0003421083,0.000515342,0.0003916221,0.0008227665,0.001876695,0.0003050187,0.002896797,0.002588091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997744,"about_ca_system_score_gemma":0.0003953903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102895,"about_ca_topic_score_gemma":0.002066231,"domain_scores_codex":[0.9984695,0.0005605808,0.000299355,0.0002577773,0.0002969133,0.0001157354],"domain_scores_gemma":[0.9955764,0.001735527,0.0003476298,0.0001624283,0.001791457,0.0003865374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001436647,0.0001194605,0.06803263,0.0009171015,0.0002860304,0.01253264,0.0004558959,0.0002553275,0.004965827,0.001392516,0.7884719,0.1211341],"study_design_scores_gemma":[0.000340085,0.001046241,0.1486034,0.001642752,0.0005762694,0.08512116,0.001144187,0.005126006,0.01247076,0.007567002,0.7359818,0.0003804593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0496976,0.09240704,0.004936743,0.6318496,0.2100474,0.0001462449,0.0004989232,0.0004459965,0.009970489],"genre_scores_gemma":[0.3559958,0.03651908,0.005176309,0.2059074,0.3699217,0.0001267791,0.0004133217,0.0002923491,0.02564737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003818553,"threshold_uncertainty_score":0.01127374,"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."}}