{"id":"W2986331736","doi":"10.1503/cmaj.191437","title":"Screening for thyroid dysfunction: prevention of overdiagnosis and overtreatment","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Medicine; Intensive care medicine; Thyroid dysfunction; Medical emergency; Thyroid; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001608472,0.0004248451,0.0006403597,0.001062531,0.002754354,0.00164846,0.001194115,0.01748642,0.009134566],"category_scores_gemma":[0.01744232,0.0002955843,0.0006835434,0.0006162599,0.002069279,0.00259125,0.001454204,0.01680387,0.004341419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005235826,"about_ca_system_score_gemma":0.007092079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02538737,"about_ca_topic_score_gemma":0.04087954,"domain_scores_codex":[0.9980494,0.0006566329,0.0002107039,0.0001785736,0.0005466588,0.0003579782],"domain_scores_gemma":[0.9939474,0.002576629,0.0004086492,0.0001412199,0.001442657,0.001483371],"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":[0.00006070625,0.00009818318,0.007885986,0.0001398961,0.00001276919,0.006024635,0.0002178426,0.00009788092,0.0003785734,0.003230004,0.944214,0.03763953],"study_design_scores_gemma":[0.0003636649,0.0004090499,0.03022866,0.004671582,0.00008099656,0.04660254,0.002279166,0.002790983,0.0009673752,0.03744997,0.8739654,0.0001906548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001228514,0.001809552,0.0001583144,0.9833406,0.004936677,0.00002219195,0.00003022898,0.00002073567,0.008453166],"genre_scores_gemma":[0.04012112,0.007586931,0.001357545,0.8884974,0.04629084,0.00009103709,0.0001014762,0.00004427301,0.01590941],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02538737,"threshold_uncertainty_score":0.05047923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252074982126036,"score_gpt":0.2528866518965967,"score_spread":0.2403659020753363,"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."}}