{"id":"W2900251306","doi":"10.1016/j.surg.2018.03.029","title":"Preoperative calcitriol reduces postoperative intravenous calcium requirements and length of stay in parathyroidectomy for renal-origin hyperparathyroidism","year":2018,"lang":"en","type":"article","venue":"Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Calcitriol; Parathyroidectomy; Hyperparathyroidism; Surgery; Urology; Vitamin D and neurology; Secondary hyperparathyroidism; Parathyroid hormone; Calcium; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004211367,0.0003078744,0.0008086751,0.0003157312,0.0001268278,0.00002345253,0.00006485916,0.000136131,0.00001496379],"category_scores_gemma":[0.0002948595,0.0002486816,0.0001307023,0.0003650037,0.0003109713,0.0002109662,0.00003677605,0.0001344834,0.00001468366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054103,"about_ca_system_score_gemma":0.000391878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003135834,"about_ca_topic_score_gemma":0.0001080156,"domain_scores_codex":[0.9980224,0.0001173803,0.0006192373,0.0005271835,0.0002434852,0.0004702796],"domain_scores_gemma":[0.9987505,0.0003428366,0.0001705207,0.0002740765,0.0002848285,0.000177222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009308798,0.005381943,0.4421782,0.000125186,0.001926134,0.0004210711,0.02320581,0.00001272848,0.4452048,0.001520116,0.0587417,0.01197352],"study_design_scores_gemma":[0.01617576,0.005745274,0.2328783,0.0003069741,0.0004475942,0.000111108,0.002762021,0.000612995,0.7302508,0.0008707882,0.008728891,0.001109475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908006,0.005964364,0.0001429075,0.0002935331,0.0001717208,0.001250961,0.00009263075,0.00002659874,0.001256636],"genre_scores_gemma":[0.9976215,0.0004020123,0.0007200772,0.0002043574,0.0001148997,0.0002126069,0.00008427835,0.00003363324,0.000606687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285046,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06684538088352075,"score_gpt":0.3516772678069505,"score_spread":0.2848318869234297,"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."}}