{"id":"W2578762734","doi":"10.1080/14737159.2017.1283221","title":"Is DNA testing for hemochromatosis diagnosis reliable?","year":2017,"lang":"en","type":"editorial","venue":"Expert Review of Molecular Diagnostics","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Hemochromatosis; Dna testing; Hereditary hemochromatosis; Medicine; Genetic testing; Computational biology; Biology; Genetics; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006512363,0.0007483019,0.002458507,0.0001556799,0.0001853424,0.00005325913,0.0007169239,0.0008842167,0.000158605],"category_scores_gemma":[0.08769159,0.0006756569,0.0009635842,0.0002070283,0.0002070163,0.00007653848,0.0002157088,0.0005312817,0.00004323927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007320769,"about_ca_system_score_gemma":0.000967254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067866,"about_ca_topic_score_gemma":0.00000155783,"domain_scores_codex":[0.9959232,0.00007551105,0.001195756,0.0008526325,0.0013496,0.0006032572],"domain_scores_gemma":[0.9914992,0.00326079,0.0012117,0.002122962,0.00160303,0.0003022996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001997585,0.0002610464,0.0001335307,0.04817385,0.0001173788,0.00007125716,0.0000394136,1.238044e-7,0.0001795225,0.00003072933,0.9401882,0.01078499],"study_design_scores_gemma":[0.001326218,0.0003697824,0.00002863003,0.0697827,0.001827042,0.000006701744,0.00000884731,0.000002625785,0.007528069,0.00009937237,0.918447,0.0005730531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002572334,0.6979818,0.0004069369,0.001302073,0.2949783,0.002348069,0.0005654962,0.00006014093,0.002331494],"genre_scores_gemma":[0.00001726473,0.7516779,0.01960374,0.004223868,0.2212869,0.001443702,0.001253441,0.0002243692,0.0002688126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08704036,"threshold_uncertainty_score":0.9995695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981380174791044,"score_gpt":0.3396193085844596,"score_spread":0.3198055068365492,"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."}}