{"id":"W4387865472","doi":"10.1001/jamanetworkopen.2023.38995","title":"Testing and Management of Iron Overload After Genetic Screening–Identified Hemochromatosis","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Ted Rogers Centre for Heart Research; Hospital for Sick Children","funders":"","keywords":"Hemochromatosis; Medicine; Biobank; Hereditary hemochromatosis; Asymptomatic; Genetic testing; Internal medicine; Genetics; Biology","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":[0.000369156,0.0001249882,0.0002750362,0.0000603255,0.00006976214,0.00008322831,0.0001616512,0.00006017554,0.000132892],"category_scores_gemma":[0.00003468824,0.0001149233,0.00003946048,0.0005248159,0.00005166819,0.0001051278,0.0005245614,0.0000750935,0.00005133139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000622071,"about_ca_system_score_gemma":0.00001278491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001608432,"about_ca_topic_score_gemma":0.000008539098,"domain_scores_codex":[0.9989113,0.00004236171,0.0002655449,0.0002723691,0.0002156803,0.0002927831],"domain_scores_gemma":[0.9994,0.00007305649,0.00008753854,0.0003109383,0.00003445362,0.00009401473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007492487,0.00008182063,0.7846338,0.001427947,0.0001239083,0.0003372976,0.0002765339,0.0006539291,0.0004497834,0.0002421113,0.03697311,0.1740506],"study_design_scores_gemma":[0.001923435,0.00005056675,0.9944281,0.0005919571,0.000187233,0.00001066158,0.0001881161,0.0006783948,0.00004891417,0.0002318203,0.001541495,0.0001192887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877409,0.001504759,0.00009465854,0.0004320974,0.0001304241,0.000747504,0.000004479546,0.0000525662,0.009292653],"genre_scores_gemma":[0.9699714,0.0006612964,0.02558737,0.0005183474,0.0001764946,0.00008958633,0.00001837756,0.00003195975,0.002945193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2097944,"threshold_uncertainty_score":0.4686435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656089191322944,"score_gpt":0.2803871024590914,"score_spread":0.253826210545862,"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."}}