{"id":"W2240640285","doi":"10.1182/blood.v110.11.2672.2672","title":"Subpopulations with Iron Deficiency, Liver Disease, or HFE Mutations Revealed by Statistical Mixture Modeling of Transferrin Saturation and Serum Ferritin Concentration in Asians, African Americans, Hispanics, and Whites.","year":2007,"lang":"en","type":"article","venue":"Blood","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Transferrin saturation; Hereditary hemochromatosis; Hemochromatosis; Confidence interval; Ferritin; Internal medicine; Demography; Medicine; Transferrin; Population; Ethnic group; Endocrinology; Serum ferritin","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":[0.003309235,0.0005811809,0.0005329481,0.0008681836,0.0003912439,0.0007684497,0.0004462881,0.0003817529,0.000703133],"category_scores_gemma":[0.004084852,0.0003754717,0.001435547,0.0005004036,0.00034825,0.0003691447,0.0006264222,0.0005234635,0.0001695289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988722,"about_ca_system_score_gemma":0.000450304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202808,"about_ca_topic_score_gemma":0.006956697,"domain_scores_codex":[0.9991909,0.0004795763,0.00003079707,0.0001746811,0.00005620635,0.00006783182],"domain_scores_gemma":[0.9985005,0.0009236023,0.0001996247,0.000223065,0.00006707412,0.00008616267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001840334,0.0002834792,0.9359885,0.00002356864,0.001363614,0.0002745136,0.0009557507,0.03895816,0.006478047,0.001343887,0.0005053997,0.01198459],"study_design_scores_gemma":[0.00005111787,0.0002366565,0.3876041,0.00001573241,0.0003158651,0.0003803736,0.0006160288,0.6062935,0.0009463736,0.003096179,0.0003922336,0.00005175162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919198,0.00005243165,0.007714991,0.00003834785,0.000003383216,0.00001487578,0.00010431,0.00002709777,0.0001247737],"genre_scores_gemma":[0.9970892,0.00002236135,0.002335469,0.00001151372,0.000004273873,0.00001934948,0.0003791363,0.000009784485,0.000128972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202808,"threshold_uncertainty_score":0.02391613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081916836283795,"score_gpt":0.2458447410095636,"score_spread":0.2350255726467256,"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."}}