{"id":"W2626299229","doi":"10.1016/j.ijsu.2017.06.029","title":"To assess the effects of parathyroidectomy (TPTX versus TPTX+AT) for Secondary Hyperparathyroidism in chronic renal failure: A Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"International Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Secondary hyperparathyroidism; Parathyroidectomy; Randomized controlled trial; Hyperparathyroidism; Kidney disease; Internal medicine; Surgery; Urology; Parathyroid hormone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001900606,0.0005211192,0.008887556,0.00113597,0.00007493552,0.00007869194,0.0005958733,0.0001764076,0.00003523498],"category_scores_gemma":[0.0024279,0.0002855329,0.005001741,0.00039667,0.00008132377,0.0001836807,0.0001342989,0.0004060134,0.00001476044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005837209,"about_ca_system_score_gemma":0.00122178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000200888,"about_ca_topic_score_gemma":0.00006247736,"domain_scores_codex":[0.9957343,0.0004265395,0.002361752,0.0003668972,0.0008367165,0.0002737371],"domain_scores_gemma":[0.9904926,0.004692588,0.003406604,0.0006264109,0.0005906151,0.0001912069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005199799,0.0004624806,0.00004149923,0.3291599,0.6338714,0.001284681,0.00009140185,0.000005816999,0.00002303372,0.00005963834,0.0295613,0.004918763],"study_design_scores_gemma":[0.00254666,0.0003561035,0.0001030148,0.03600034,0.8418871,0.0008061525,0.00001081035,0.00000352151,0.00001628795,0.00001695167,0.1179105,0.0003426452],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002349116,0.9962717,0.00004737378,0.0005298512,0.0002915369,0.002405343,0.0001456806,0.000004073379,0.00006955741],"genre_scores_gemma":[0.001664072,0.9967313,0.00009070215,0.0001948867,0.0001395446,0.0006151847,0.0000720562,0.00004002629,0.0004522643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2931596,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.214480288495538,"score_gpt":0.4389595323468588,"score_spread":0.2244792438513208,"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."}}