{"id":"W2095275929","doi":"10.1016/s0140-6736(05)66384-2","title":"Screening for haemochromatosis—producing or preventing illness?","year":2005,"lang":"en","type":"letter","venue":"The Lancet","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Genetic testing; Hemochromatosis; Medicine; Hereditary hemochromatosis; Disease; Population; Phlebotomy; Psychiatry; Pathology; Internal medicine; Environmental health","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":[0.004828984,0.001165035,0.002217849,0.001219113,0.003175518,0.002969657,0.002136212,0.08274791,0.009100384],"category_scores_gemma":[0.03722826,0.0009445304,0.001567,0.0009097453,0.003255151,0.004090167,0.001750493,0.0357899,0.00405269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004453277,"about_ca_system_score_gemma":0.004995774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350497,"about_ca_topic_score_gemma":0.02067288,"domain_scores_codex":[0.9958779,0.001547782,0.0006455057,0.0004339192,0.0009140618,0.0005809399],"domain_scores_gemma":[0.98622,0.007508105,0.0008712183,0.0003586804,0.001654069,0.003388014],"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":[0.0002111443,0.0000714635,0.002001788,0.0002232085,0.00005941484,0.001725598,0.0001128263,0.00007574427,0.0002360457,0.00577683,0.9702524,0.01925359],"study_design_scores_gemma":[0.001357764,0.0003897545,0.006763922,0.002788388,0.0003220497,0.005815568,0.0008060533,0.001005368,0.0004058185,0.03171563,0.9484873,0.0001423821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003169009,0.004634412,0.00008690399,0.9735155,0.01912718,0.000009368872,0.00004889469,0.00001463849,0.00224617],"genre_scores_gemma":[0.004319469,0.002228003,0.0002036354,0.9500015,0.03962087,0.00002763797,0.00003416386,0.000008970484,0.00355575],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08274791,"threshold_uncertainty_score":0.0323109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05599650159095498,"score_gpt":0.3153473043042828,"score_spread":0.2593508027133278,"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."}}