{"id":"W4409148570","doi":"10.1210/endrev/bnaf010","title":"Bone in Parathyroid Diseases Revisited: Evidence From Epidemiological, Surgical and New Drug Outcomes","year":2025,"lang":"en","type":"review","venue":"Endocrine Reviews","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Epidemiology; Drug; Intensive care medicine; Internal medicine; Pharmacology","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":[0.0004138348,0.001098213,0.009953159,0.0003088678,0.0000667077,0.00004616362,0.0002810426,0.0001821815,0.0001603137],"category_scores_gemma":[0.004396309,0.0006327498,0.001518118,0.0007196988,0.00009706991,0.0001356388,0.0003110979,0.0006818791,0.0003957999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554451,"about_ca_system_score_gemma":0.0004060235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005971124,"about_ca_topic_score_gemma":0.00003922824,"domain_scores_codex":[0.9942337,0.001207119,0.002331088,0.001338171,0.0002738835,0.0006160051],"domain_scores_gemma":[0.9942507,0.00335921,0.0006685781,0.00112408,0.00002961594,0.0005678828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004737968,0.0003343558,0.007707836,0.009514697,0.0002238974,0.001843645,0.00001678734,5.616068e-8,7.189486e-8,0.00007019102,0.1153274,0.8649137],"study_design_scores_gemma":[0.001444591,0.00007570096,0.002577066,0.04677362,0.002979598,0.0001475714,0.000003143169,8.788967e-7,5.799059e-8,0.0001539461,0.9454134,0.0004304628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000608716,0.9946285,0.000006951726,0.0007442903,0.00009874845,0.003818558,0.000141718,0.00007022957,0.0004301488],"genre_scores_gemma":[0.000006743149,0.9879939,0.0006903033,0.000276957,0.0002346458,0.00059343,0.0006269495,0.00003967728,0.009537403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8644832,"threshold_uncertainty_score":0.9996124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270946150798291,"score_gpt":0.4392655965756614,"score_spread":0.3121709814958323,"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."}}