{"id":"W4409182588","doi":"10.1111/hdi.13222","title":"Evaluation of Long‐Term Effects of Parathyroidectomy in Patients With Refractory Secondary Hyperparathyroidism","year":2025,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Municipal Science and Technology Commission","keywords":"Medicine; Parathyroidectomy; Secondary hyperparathyroidism; Refractory (planetary science); Hyperparathyroidism; Urology; Quality of life (healthcare); Parathyroid hormone; Surgery; Hemodialysis; Gastroenterology; Internal medicine; Calcium","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":[0.000845944,0.0001617122,0.0003013952,0.0004007973,0.0002189436,0.0003931797,0.0001668407,0.0002210085,0.0007705662],"category_scores_gemma":[0.002265012,0.00006853977,0.0004171128,0.0003554756,0.0002075781,0.0002547466,0.0002912898,0.0002329015,0.00009276549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426973,"about_ca_system_score_gemma":0.0002084822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636739,"about_ca_topic_score_gemma":0.00111244,"domain_scores_codex":[0.999598,0.0001653773,0.00005741565,0.00003966505,0.00009901801,0.00004058416],"domain_scores_gemma":[0.9986123,0.0003055426,0.0007466121,0.00003129559,0.000101398,0.0002027414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005358784,0.0001170438,0.9924239,0.00004301637,0.00008475174,0.0002330983,0.00008851439,0.0001173705,0.0005407686,0.000006695887,0.00005370579,0.005755277],"study_design_scores_gemma":[0.0000349043,0.001369013,0.9967257,0.00001179053,0.00005208673,0.0009770268,0.0001978478,0.0002887941,0.0001697244,0.00001335616,0.0001546524,0.000005060394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993908,0.0003825895,0.00002235156,0.00002127807,0.000001448559,0.000004492198,0.00002854743,0.000001041964,0.0001475437],"genre_scores_gemma":[0.9997811,0.00008845521,0.00003495912,0.000009920926,0.000005067906,0.000003338787,0.00005127413,1.724188e-7,0.00002568321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000845944,"threshold_uncertainty_score":0.004473805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00899158756603725,"score_gpt":0.288383623420621,"score_spread":0.2793920358545838,"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."}}