{"id":"W4415179197","doi":"10.58931/cdet.2025.3241","title":"Current and Emerging Treatments For the Management of Hypoparathyroidism","year":2025,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Trillium Health Centre","funders":"","keywords":"Hypoparathyroidism; Discontinuation; Cinacalcet; Parathyroid hormone; Vitamin D and neurology; Endocrine system; Hypercalciuria; Antiandrogens; Food and drug administration","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":[],"consensus_categories":[],"category_scores_codex":[0.00009625805,0.0001763579,0.0003317166,0.0002725785,0.0001768776,0.00001038648,0.0001171754,0.00005031405,0.00001368288],"category_scores_gemma":[0.00002166448,0.0001340723,0.0001103542,0.0001992372,0.0001603057,0.00002993419,0.00004080455,0.0001244004,0.000007840239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000927387,"about_ca_system_score_gemma":0.0001723817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008244758,"about_ca_topic_score_gemma":0.001165554,"domain_scores_codex":[0.9987173,0.00002720248,0.0002544491,0.0002807503,0.00006543518,0.0006548779],"domain_scores_gemma":[0.9991735,0.0001966383,0.00005305538,0.0003426647,0.00005123688,0.0001829011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001519453,0.0002310836,0.4481109,0.0004513202,0.004489257,0.0001314275,0.0004925979,0.00001784985,0.003884804,0.05790986,0.1587686,0.3253604],"study_design_scores_gemma":[0.002946988,0.0001746021,0.4386913,0.0001449656,0.001324799,0.0000120496,0.000422714,0.0001881201,0.005273946,0.00115784,0.5494283,0.000234376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684047,0.1213271,0.00005142142,0.004300046,0.0007827854,0.0009077275,0.00007162635,0.00002907819,0.004125509],"genre_scores_gemma":[0.9927953,0.003670128,0.0001744034,0.0007024265,0.00005532072,0.0002680498,0.0000321242,0.00001517953,0.002287091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3906597,"threshold_uncertainty_score":0.546731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471953064239405,"score_gpt":0.2818231747582697,"score_spread":0.2671036441158756,"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."}}