{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004436128,0.00009922622,0.0004737227,0.0001475571,0.0001470485,0.0001932354,0.0001162747,0.0002150503,0.001266792],"category_scores_gemma":[0.0009821922,0.00004516887,0.0004813507,0.000132394,0.0001362103,0.000146671,0.0001457493,0.0002769225,0.00009892918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001521167,"about_ca_system_score_gemma":0.0002020526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879086,"about_ca_topic_score_gemma":0.0003152701,"domain_scores_codex":[0.9998411,0.0000641996,0.00001777892,0.00002621397,0.00002789625,0.00002285859],"domain_scores_gemma":[0.9994547,0.0002967452,0.0001013363,0.0000184083,0.0000209509,0.0001077659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2273337,0.003634253,0.3974415,0.001166055,0.001660545,0.0005515,0.0004957537,0.001008192,0.0163486,0.0002836624,0.0009119288,0.3491643],"study_design_scores_gemma":[0.009392692,0.1209303,0.8578463,0.00016655,0.001362769,0.001815883,0.0004251625,0.001892371,0.003265948,0.0004731076,0.002403513,0.00002543551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971691,0.002359196,0.0001072347,0.00008192598,0.00001803849,0.0000148474,0.000020378,0.000003254388,0.0002260317],"genre_scores_gemma":[0.9994281,0.0003431825,0.00007674156,0.00003086967,0.00002587062,0.00001672197,0.00001933924,3.009427e-7,0.00005895551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001266792,"threshold_uncertainty_score":0.004237771,"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."}}