{"id":"W2063539668","doi":"10.1136/gut.46.3.301","title":"Population screening for haemochromatosis","year":2000,"lang":"en","type":"article","venue":"Gut","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Hemochromatosis; Medicine; Penetrance; Population; Disease; Cirrhosis; Genetic testing; Phlebotomy; Ferritin; Diabetes mellitus; Liver disease; Internal medicine; Pediatrics; Genetics; Biology; Gene; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0000455289,0.00004388585,0.00009495803,0.00002710929,0.00004743199,0.000005828809,0.00001910553,0.00003110339,0.0007702731],"category_scores_gemma":[0.00002053176,0.00003883781,0.00004570998,0.00004785129,0.000008053071,0.00004004344,0.00000239316,0.0000226617,0.00007529475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003790491,"about_ca_system_score_gemma":0.000006005796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008578883,"about_ca_topic_score_gemma":0.000004439422,"domain_scores_codex":[0.999658,0.000004920729,0.00007965504,0.00008391465,0.00007062141,0.0001029218],"domain_scores_gemma":[0.9998323,0.00000998376,0.00001189468,0.00009540784,0.00001204201,0.00003842194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003246285,0.00008079001,0.04112964,0.0001381292,0.00001514394,0.000003433212,0.0002439222,0.00008887092,0.00140124,0.001635763,0.01584645,0.939092],"study_design_scores_gemma":[0.003021298,0.00008553846,0.8925734,0.00004252321,0.0001288812,0.00001697934,0.00009006567,0.001070226,0.0004618436,0.0006353935,0.1017313,0.0001425636],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836744,0.0002989056,0.001975792,0.0006613075,0.00005397497,0.0002372135,0.000005667809,0.0000627664,0.01302995],"genre_scores_gemma":[0.9839103,0.00002240471,0.01047444,0.0007539264,0.0001479944,0.00001457369,0.00009358727,0.00001121248,0.004571551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9389494,"threshold_uncertainty_score":0.8433951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355111553175138,"score_gpt":0.2942764634409215,"score_spread":0.2707253479091701,"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."}}