{"id":"W4211092031","doi":"10.1038/nrdp.2016.33","title":"Primary hyperparathyroidism","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":255,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Primary hyperparathyroidism; Medicine; Hypercalcaemia; Parathyroidectomy; Hyperparathyroidism; Parathyroid adenoma; Parathyroid hormone; Asymptomatic; Adenoma; Parathyroid gland; Pathology; Internal medicine; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002909561,0.001217565,0.00480071,0.0003635973,0.0001193394,0.00003665808,0.0003923582,0.0009910404,0.0001403775],"category_scores_gemma":[0.0002314158,0.0006753303,0.003070268,0.0005902991,0.0001284801,0.000129686,0.0001375905,0.001258948,0.005375301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005352717,"about_ca_system_score_gemma":0.001622639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001298988,"about_ca_topic_score_gemma":1.941729e-7,"domain_scores_codex":[0.9960641,0.0003368063,0.001147446,0.001201884,0.0005747278,0.0006750855],"domain_scores_gemma":[0.9963538,0.0001288353,0.0006933728,0.001585312,0.00008233578,0.001156315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005217336,0.0003756986,0.00001475041,0.01159257,0.0006792512,0.000261454,0.000003468371,1.733137e-9,5.443933e-7,0.0001236993,0.09218106,0.8947153],"study_design_scores_gemma":[0.00115033,0.00005867419,0.00005876048,0.01899851,0.01002703,0.00007949139,6.288766e-7,6.670388e-8,1.86701e-7,0.00003651332,0.9689448,0.0006450057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.722109e-7,0.980345,0.000007764045,0.0001413269,0.0004823753,0.004814712,0.0002474509,0.0001310988,0.01382942],"genre_scores_gemma":[0.000001148612,0.9911948,0.0003805751,0.001122091,0.0004968072,0.000831891,0.001287052,0.0001754923,0.004510185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8940703,"threshold_uncertainty_score":0.9995698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870647973277615,"score_gpt":0.3882371891395306,"score_spread":0.3495307094067545,"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."}}