{"id":"W2977622149","doi":"10.1007/s00268-019-05207-4","title":"Effects of Social Disparities on Management and Surgical Outcomes for Patients with Secondary Hyperparathyroidism","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Parathyroidectomy; Secondary hyperparathyroidism; Hyperparathyroidism; Socioeconomic status; Univariate analysis; Abdominal surgery; Multivariate analysis; Primary hyperparathyroidism; Cinacalcet; Parathyroid hormone; Pediatrics; General surgery; Surgery; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008012837,0.0001180308,0.0001726124,0.0006465932,0.0005213356,0.0005513881,0.0002433163,0.0003046577,0.002232031],"category_scores_gemma":[0.004988476,0.00009704162,0.0004849291,0.0008433167,0.0003422319,0.0003999475,0.0008298063,0.0004430364,0.00008104095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006708899,"about_ca_system_score_gemma":0.001077154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01494284,"about_ca_topic_score_gemma":0.0258752,"domain_scores_codex":[0.9992806,0.0002264067,0.00007609407,0.0000818393,0.0001364624,0.0001984714],"domain_scores_gemma":[0.9977943,0.0004143477,0.001145119,0.00005319376,0.0001520703,0.0004411119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000199931,0.00002911418,0.9975924,0.00001126216,0.00004619888,0.00002696582,0.0000887177,0.00002893247,0.00002414733,0.00008570831,0.0001609503,0.001885625],"study_design_scores_gemma":[0.000003344345,0.00002304565,0.999034,0.00003131475,0.00002082756,0.00006421186,0.0003478389,0.000143833,0.00001715198,0.0001063635,0.0002054501,0.000002523828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959612,0.0008132306,0.00005622641,0.001240228,0.0000161173,0.000008602461,0.0003414947,0.000002019588,0.001560829],"genre_scores_gemma":[0.9994905,0.0002131341,0.00002763517,0.00007836042,0.00001529563,0.000003992238,0.0001255247,7.005964e-7,0.00004490592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494284,"threshold_uncertainty_score":0.02971178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008167145974939565,"score_gpt":0.2390244964174885,"score_spread":0.230857350442549,"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."}}