{"id":"W2094113619","doi":"10.1016/j.suc.2004.01.004","title":"Asymptomatic primary hyperparathyroidism: a surgical perspective","year":2004,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Parathyroidectomy; Asymptomatic; Hyperparathyroidism; Endocrine system; Disease; Surgery; General surgery; Internal medicine; Calcium; Parathyroid hormone","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"],"consensus_categories":[],"category_scores_codex":[0.0002005196,0.0009551568,0.006143344,0.0003533936,0.00009784884,0.00002124975,0.0003814404,0.0005016053,0.00008591473],"category_scores_gemma":[0.0002014961,0.0006914639,0.002840516,0.001249173,0.0006280797,0.00007894234,0.0001907558,0.001034219,0.0007491616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00051363,"about_ca_system_score_gemma":0.002322417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009035528,"about_ca_topic_score_gemma":0.000004520497,"domain_scores_codex":[0.9951017,0.0002821804,0.001982743,0.001086115,0.0008478594,0.0006994389],"domain_scores_gemma":[0.9958034,0.001094015,0.001176829,0.001016708,0.0002851688,0.0006238475],"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":[0.0005430356,0.005537528,0.001081944,0.00637687,0.00263654,0.006923514,0.0001405442,0.000007598765,6.219671e-9,0.0003228353,0.001031669,0.9753979],"study_design_scores_gemma":[0.004701087,0.001520496,0.0002563817,0.002376226,0.003419307,0.00104181,0.00003906675,0.000004256792,2.847471e-8,0.0001052969,0.9859378,0.0005982186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001010604,0.9772635,0.000007248633,0.00005867238,0.0001702231,0.001517912,0.0002786599,0.000112444,0.01958075],"genre_scores_gemma":[0.0004253069,0.9966972,0.0005858921,0.00006684135,0.0002268666,0.0001607149,0.001062516,0.0001231781,0.0006514418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9849061,"threshold_uncertainty_score":0.9995537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626858529737274,"score_gpt":0.3757134597631857,"score_spread":0.3394448744658129,"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."}}