{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002506105,0.0003903853,0.0004741604,0.0007074091,0.0005256658,0.0007204027,0.0003685004,0.0006336243,0.0004727474],"category_scores_gemma":[0.006069312,0.0003862221,0.0003257788,0.0005968414,0.0005793751,0.0004320244,0.0004920813,0.0004434536,0.0001768539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000489819,"about_ca_system_score_gemma":0.000347476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004283152,"about_ca_topic_score_gemma":0.003574384,"domain_scores_codex":[0.9973526,0.001066334,0.0001648025,0.0005660774,0.0006042747,0.0002460165],"domain_scores_gemma":[0.9976794,0.001021341,0.0003812093,0.0001945571,0.0003223556,0.0004012554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005884887,0.0001486223,0.9941694,0.00001163432,0.00008494493,0.0001843058,0.0002268291,0.00007421977,0.0004476648,0.00002746223,0.0001345252,0.003901961],"study_design_scores_gemma":[0.00004690084,0.0008259805,0.9971185,0.000005404654,0.00007471183,0.0007727209,0.0002508644,0.0004246684,0.0002318164,0.00004233939,0.0001975191,0.000008729373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995273,0.0001234769,0.0001066783,0.00001151351,0.000004086578,0.000007888243,0.00004884191,0.000003385041,0.0001668363],"genre_scores_gemma":[0.9995887,0.0000462911,0.00008327235,0.00002264444,0.000005110642,0.000009608324,0.0001694615,0.000001407871,0.00007347834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004283152,"threshold_uncertainty_score":0.01325375,"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."}}