{"id":"W4406159032","doi":"10.1007/s00198-024-07352-6","title":"Hypoparathyroidism: Similarities and differences between Western and Eastern countries","year":2025,"lang":"en","type":"review","venue":"Osteoporosis International","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Hypoparathyroidism; Developed country; Epidemiology; Surgery; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002211135,0.0005673043,0.002019043,0.0004403519,0.0001254921,0.0002613007,0.0002264055,0.0003872086,0.00003713712],"category_scores_gemma":[0.00009935872,0.0004578545,0.0002722664,0.0001216112,0.0002888974,0.0001665471,0.0002919183,0.0004359071,0.00004268765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007938127,"about_ca_system_score_gemma":0.0003174393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002164789,"about_ca_topic_score_gemma":0.00001397287,"domain_scores_codex":[0.9977221,0.0001016893,0.0007659114,0.0006449391,0.0004708996,0.0002944199],"domain_scores_gemma":[0.9982164,0.0008874447,0.0002985578,0.0002832335,0.0001266542,0.0001877047],"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":[0.0001637639,0.0001977879,0.275179,0.02044113,0.002605277,0.0001644045,0.0014268,4.994297e-8,0.000002576797,0.001193261,0.0228476,0.6757783],"study_design_scores_gemma":[0.0005559761,0.0001384418,0.006122986,0.008112335,0.001245501,0.0002010333,0.0001334918,0.000002243498,0.000002212696,0.00007396297,0.9829564,0.000455427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005079037,0.989287,0.00001282685,0.0003945366,0.0006500113,0.0004709545,0.000755604,0.000071878,0.003278134],"genre_scores_gemma":[0.00272889,0.9813145,0.00007607823,0.0002471767,0.0006736994,0.00009717675,0.0005953467,0.00003959179,0.01422755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9601088,"threshold_uncertainty_score":0.9997873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469573302591568,"score_gpt":0.3380064897419939,"score_spread":0.2910491594828372,"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."}}