{"id":"W77102503","doi":"10.1155/2015/941406","title":"Examining the Clinical Use of Hemochromatosis Genetic Testing","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Phlebotomy; Transferrin saturation; Medicine; Hemochromatosis; Genetic testing; Internal medicine; Hereditary hemochromatosis; Ferritin; Serum iron; Gastroenterology; Anemia; 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":[0.005622976,0.0002143733,0.0002472275,0.001827774,0.000352632,0.0008807598,0.0009580585,0.0007375003,0.001860561],"category_scores_gemma":[0.04306517,0.0001610487,0.0003430986,0.002108081,0.000503631,0.0007744181,0.0005931106,0.0008881704,0.0002771961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009363042,"about_ca_system_score_gemma":0.001218472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424163,"about_ca_topic_score_gemma":0.00503571,"domain_scores_codex":[0.9911605,0.004215726,0.001017872,0.0005572435,0.002714796,0.0003338941],"domain_scores_gemma":[0.9520565,0.02134026,0.019028,0.001009739,0.005035324,0.001530272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003076078,0.00002474699,0.9925189,0.00004666295,0.00002642697,0.0001675493,0.00009923938,0.00004033673,0.00002834873,0.00003663885,0.0005828046,0.006397558],"study_design_scores_gemma":[0.000005580795,0.00009217129,0.9943197,0.0002649464,0.00005975298,0.001848041,0.0008024448,0.0007031469,0.0001300399,0.0000870192,0.001680419,0.000006719621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766162,0.00693543,0.0005269235,0.004696265,0.00009952504,0.00006445927,0.0009676404,0.00002813051,0.01006542],"genre_scores_gemma":[0.9978912,0.00111832,0.0003384169,0.0002625209,0.00004269899,0.00001361636,0.0001770474,0.000004150095,0.0001520661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006424163,"threshold_uncertainty_score":0.02973753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1439202141655976,"score_gpt":0.3017478299344236,"score_spread":0.157827615768826,"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."}}