{"id":"W2920103159","doi":"10.1111/hdi.12740","title":"Microwave ablation vs. parathyroidectomy for secondary hyperparathyroidism in maintenance hemodialysis patients","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Postdoctoral Science Foundation","keywords":"Medicine; Secondary hyperparathyroidism; Parathyroidectomy; Autotransplantation; Hemodialysis; Hypocalcaemia; Urology; Hyperparathyroidism; Microwave ablation; Parathyroid hormone; Surgery; Internal medicine; Gastroenterology; Transplantation; Ablation; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002290891,0.0003118675,0.0006088032,0.0005424275,0.00006126324,0.00005787265,0.0002077294,0.0001654321,0.0003051579],"category_scores_gemma":[0.0001505207,0.0002936946,0.0004210293,0.0003814659,0.00004453105,0.0003097306,0.0000592978,0.0001930344,0.0006337885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004006768,"about_ca_system_score_gemma":0.0001545652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006337128,"about_ca_topic_score_gemma":0.0000835656,"domain_scores_codex":[0.9977675,0.00004563751,0.0006282187,0.000681638,0.0004676469,0.0004093645],"domain_scores_gemma":[0.998735,0.0001409207,0.0002344993,0.0003998997,0.0003591694,0.0001305293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003637616,0.002212397,0.9267657,0.00002757769,0.000931692,0.00002952965,0.0006514864,0.0004377259,0.009799167,0.0009940274,0.04517508,0.009338044],"study_design_scores_gemma":[0.05985493,0.0007235303,0.8417783,0.00006365979,0.0004834034,0.00002960801,0.0002136566,0.02205012,0.01239532,0.002038641,0.05944043,0.0009283973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743123,0.0004451173,0.001319755,0.0005499138,0.000503273,0.001134662,0.0001323462,0.00004274119,0.02155991],"genre_scores_gemma":[0.9903613,0.0001275013,0.002744613,0.000915298,0.0001496241,0.0002452178,0.001408916,0.00004187206,0.00400569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08498735,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009266919659978032,"score_gpt":0.2563235516220955,"score_spread":0.2470566319621174,"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."}}