{"id":"W4407003731","doi":"10.1016/j.cgh.2024.10.041","title":"Diagnosis and Treatment of Hemochromatosis","year":2025,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hemochromatosis; Hereditary hemochromatosis; Internal medicine; Gastroenterology","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":[0.0003917587,0.000737235,0.001267208,0.001958827,0.0002222226,0.0006340505,0.0006668348,0.0008604099,0.003410683],"category_scores_gemma":[0.0007858257,0.0001817807,0.0005450158,0.001061124,0.0003307472,0.0006577411,0.000557368,0.001688575,0.002184157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004232416,"about_ca_system_score_gemma":0.0005692347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007650054,"about_ca_topic_score_gemma":0.001203633,"domain_scores_codex":[0.9997773,0.00004422982,0.00003535151,0.00003780267,0.00008717633,0.00001816411],"domain_scores_gemma":[0.9997887,0.0001023511,0.00003690388,0.000007299303,0.00004669395,0.00001796523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005218263,0.00005340492,0.0001270478,0.01509544,0.00009271834,0.0002592661,0.00003658787,0.0001807475,0.001015242,0.001576658,0.0388806,0.9426302],"study_design_scores_gemma":[0.00002158231,0.00006599736,0.0009946714,0.006955906,0.0001245549,0.003016498,0.00003888449,0.00006649616,0.000338215,0.001743309,0.9866195,0.00001439901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007241756,0.998609,0.00009479864,0.0002217294,0.0002177257,0.000003391045,0.00001365854,0.000006847356,0.0007605588],"genre_scores_gemma":[0.0004706392,0.9985051,0.0001511721,0.0002155827,0.0002278438,0.000004268252,0.00003569611,0.000001610093,0.0003880644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003410683,"threshold_uncertainty_score":0.01140994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07699647570336893,"score_gpt":0.4154047823866399,"score_spread":0.3384083066832709,"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."}}