{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005431369,0.001103924,0.00227931,0.005161687,0.0003377306,0.001274195,0.0009599252,0.001250173,0.003171817],"category_scores_gemma":[0.0008487942,0.0004510835,0.0006326881,0.004593874,0.0006233847,0.001922233,0.0006783333,0.00167866,0.001141019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006498013,"about_ca_system_score_gemma":0.001283687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797848,"about_ca_topic_score_gemma":0.00556782,"domain_scores_codex":[0.9997547,0.00002999707,0.00005346107,0.00005001565,0.00008741512,0.00002437879],"domain_scores_gemma":[0.9992868,0.0003426831,0.0001426803,0.00001269841,0.0001466741,0.00006842584],"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":[0.0001342189,0.0001164562,0.001145324,0.0253491,0.0002033779,0.002280453,0.0000936584,0.000376565,0.00130818,0.001615037,0.04443415,0.9229435],"study_design_scores_gemma":[0.00009604041,0.0001931382,0.006027546,0.01217819,0.0007129607,0.02235877,0.0003532061,0.0002153058,0.0003379188,0.001425255,0.9560435,0.00005830025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001006143,0.9990627,0.00004828719,0.0001652872,0.000134639,0.000001538161,0.000007976467,0.000003423642,0.0004754396],"genre_scores_gemma":[0.0005273336,0.9987143,0.00009631764,0.0001801815,0.0002535796,0.000001855558,0.00001379302,5.800772e-7,0.0002120081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005161687,"threshold_uncertainty_score":0.01061082,"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."}}