{"id":"W2087165372","doi":"10.1053/he.2000.6984","title":"Population screening for hemochromatosis: A comparison of unbound iron-binding capacity, transferrin saturation, and C282Y genotyping in 5,211 voluntary blood donors","year":2000,"lang":"en","type":"article","venue":"Hepatology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; Western University","funders":"National Heart, Lung, and Blood Institute","keywords":"Transferrin saturation; Hemochromatosis; Genotyping; Hereditary hemochromatosis; Transferrin; Population; Medicine; Internal medicine; Genetics; Genotype; Biology; Iron deficiency; Environmental health; Gene; Anemia","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":[0.0001528279,0.0001397832,0.0005131033,0.0002030313,0.0000907833,0.000008328585,0.00004645576,0.0001594189,0.0000820593],"category_scores_gemma":[0.00003330914,0.000144565,0.00005537117,0.0001578037,0.00008511302,0.0001046753,0.000008405543,0.0001315231,0.000001604836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001751572,"about_ca_system_score_gemma":0.00002911554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224921,"about_ca_topic_score_gemma":0.002907006,"domain_scores_codex":[0.9988733,0.00006284745,0.000460566,0.0002501014,0.0001005821,0.0002526371],"domain_scores_gemma":[0.9996403,0.00007008878,0.00007000031,0.0001302068,0.00002831641,0.00006112199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003259408,0.0001288817,0.9833637,0.0003003056,0.00002035182,0.000003110677,0.001741853,0.00005661315,0.003236801,0.0006886647,0.00004047184,0.01009324],"study_design_scores_gemma":[0.007781835,0.0003361719,0.9691638,0.0001952752,0.0004652993,0.0001503973,0.000996192,0.01539296,0.004286118,0.0004520752,0.0004479849,0.0003318787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970167,0.001200599,0.0007409105,0.0003110394,0.00006929729,0.0004709208,0.0000151228,0.00002782548,0.000147632],"genre_scores_gemma":[0.9946856,0.0001504687,0.004752206,0.0001622167,0.00003761623,0.00002595273,0.0001441461,0.00001823031,0.00002355832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01533635,"threshold_uncertainty_score":0.5895191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959081324085154,"score_gpt":0.2923397231131436,"score_spread":0.262748909872292,"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."}}