{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020428,0.0002493523,0.0003672001,0.001575199,0.0006015423,0.0005292192,0.0003397499,0.0006796741,0.003219321],"category_scores_gemma":[0.003628599,0.00019835,0.0002491598,0.001613694,0.000243132,0.0003694123,0.0003304935,0.0005088113,0.0008190431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106949,"about_ca_system_score_gemma":0.0004537479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006730409,"about_ca_topic_score_gemma":0.004555275,"domain_scores_codex":[0.9988372,0.0004564215,0.00006665177,0.0001922542,0.0003518952,0.0000956808],"domain_scores_gemma":[0.9992027,0.0001903362,0.000172897,0.00008864964,0.000230313,0.0001150525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311019,0.0002033245,0.9414601,0.0002233556,0.00009615624,0.0007191156,0.0004921099,0.00007096109,0.001489598,0.0003460382,0.009968248,0.04479984],"study_design_scores_gemma":[0.00002101743,0.0003096484,0.9871584,0.0001738422,0.00007854497,0.003097504,0.0003052218,0.0002374924,0.0003952939,0.0003210467,0.00788973,0.00001225448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149204,0.01810759,0.004226395,0.002705719,0.0004062107,0.000840503,0.007761573,0.0002860224,0.05074566],"genre_scores_gemma":[0.9869183,0.00500824,0.001407275,0.001464493,0.0001385401,0.0002518684,0.001949182,0.00001295036,0.002849125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006730409,"threshold_uncertainty_score":0.01338243,"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."}}