{"id":"W2132003144","doi":"10.2337/dc05-1592","title":"Relationships of Serum Ferritin, Transferrin Saturation, and <i>HFE</i> Mutations and Self-Reported Diabetes in the Hemochromatosis and Iron Overload Screening (HEIRS) Study","year":2006,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute","keywords":"Transferrin saturation; Hemochromatosis; Medicine; Diabetes mellitus; Ferritin; Transferrin; Serum ferritin; Internal medicine; Hereditary hemochromatosis; Serum iron; Endocrinology; 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":[0.001210347,0.0002934413,0.0003115483,0.0004416719,0.0004174362,0.0004983941,0.0002873038,0.0004170288,0.0009701982],"category_scores_gemma":[0.00260454,0.0003166159,0.0002994364,0.0004049964,0.0002363167,0.0002785802,0.0002927545,0.0005253249,0.000124187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051312,"about_ca_system_score_gemma":0.0002252698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006487753,"about_ca_topic_score_gemma":0.006638433,"domain_scores_codex":[0.9994831,0.0002032517,0.00004796193,0.0001081939,0.0000866364,0.00007073134],"domain_scores_gemma":[0.9981629,0.0003770664,0.0006826697,0.000128446,0.0002557186,0.0003932128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009525861,0.00003273029,0.9995213,0.000001906967,0.00003458389,0.00001907392,0.00003176343,0.000006976314,0.00005823081,0.000002236235,0.00002460721,0.000171353],"study_design_scores_gemma":[0.00001129736,0.0001084288,0.9994838,0.000002698575,0.00002444458,0.0001098933,0.0001021423,0.00007895512,0.00002713133,0.000005777469,0.00004394296,0.000001401585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997073,0.00004740149,0.00002560506,0.00001391032,0.000002614131,0.000004335367,0.00008569675,6.957947e-7,0.0001123431],"genre_scores_gemma":[0.9997109,0.00002271365,0.00003355826,0.00001714222,0.000005130543,0.000004923794,0.0001170223,7.147901e-7,0.00008785272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006487753,"threshold_uncertainty_score":0.01289999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062702584316659,"score_gpt":0.2297291546925691,"score_spread":0.2191021288494025,"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."}}