{"id":"W2076096491","doi":"10.1245/s10434-010-1437-x","title":"To Supplement or Not to Supplement: A Cost-Utility Analysis of Calcium and Vitamin D Repletion in Patients After Thyroidectomy","year":2010,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Thyroidectomy; Surgery; Cost effectiveness; Parathyroid hormone; Quality-adjusted life year; Calcitriol; Vitamin D and neurology; Internal medicine; Calcium; Thyroid","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001368703,0.0002029432,0.001189758,0.0007644803,0.00002359361,0.000006160112,0.0001013525,0.0002034301,0.001680308],"category_scores_gemma":[0.0002228551,0.0001592046,0.0002249748,0.001062934,0.0001150706,0.00005895995,0.0001517858,0.0002543654,0.00001325042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003707849,"about_ca_system_score_gemma":0.000130056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003885134,"about_ca_topic_score_gemma":0.001788006,"domain_scores_codex":[0.9974467,0.0001957761,0.001016599,0.0004857066,0.0003973922,0.0004578881],"domain_scores_gemma":[0.9979972,0.0005782476,0.0001835025,0.0004403148,0.000359364,0.0004413251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03108824,0.002664996,0.9117672,0.00006569599,0.0004886494,0.0002326988,0.001328151,0.00001110371,0.007516147,0.0001390448,0.03424893,0.01044907],"study_design_scores_gemma":[0.0024949,0.002088441,0.7048762,0.00001625043,0.0001778708,0.000003949502,0.00007627511,0.00003809515,0.006792188,0.000006189153,0.2832972,0.0001324418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842478,0.00002850316,0.00002741315,0.01383067,0.0001474163,0.0009043401,0.0004705362,0.00001026276,0.0003330236],"genre_scores_gemma":[0.9968598,0.00009864536,0.0004430378,0.002048505,0.00005911831,0.0001198465,0.0002020091,0.0000126712,0.0001563389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490483,"threshold_uncertainty_score":0.9992323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576369305242107,"score_gpt":0.3898514121244117,"score_spread":0.3340877190719906,"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."}}