{"id":"W4408250711","doi":"10.1016/j.beem.2025.101986","title":"Persistence and Recurrence of Primary Hyperparathyroidism","year":2025,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Endocrinology & Metabolism","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Primary hyperparathyroidism; Persistence (discontinuity); Primary (astronomy); Medicine; Internal medicine; Endocrinology; Geology","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":[0.0003753314,0.0004631423,0.0009205451,0.001953735,0.0002352639,0.0008277853,0.0005315687,0.0006802756,0.002545238],"category_scores_gemma":[0.0009673638,0.0001690037,0.0005616717,0.001570302,0.000332727,0.0006450447,0.0004567587,0.000914138,0.0009661755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566984,"about_ca_system_score_gemma":0.001077167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116927,"about_ca_topic_score_gemma":0.001783789,"domain_scores_codex":[0.9997786,0.00003562186,0.00004593052,0.000038265,0.00007996632,0.00002173676],"domain_scores_gemma":[0.9996852,0.0001667446,0.00005965863,0.00000837303,0.00006132553,0.00001871492],"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":[0.00008216731,0.0000486241,0.001012471,0.02552721,0.0001684675,0.001002407,0.00008956938,0.0001810276,0.0008851826,0.001905444,0.02954044,0.939557],"study_design_scores_gemma":[0.000027139,0.0001091446,0.005416206,0.01656927,0.0004435246,0.02082765,0.0001533818,0.0001295847,0.0005429908,0.002436193,0.9533146,0.0000302586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002093202,0.9982952,0.00006054538,0.000259782,0.0001426502,0.000003401258,0.00001781646,0.000004873974,0.001006328],"genre_scores_gemma":[0.001279241,0.9980489,0.00007118571,0.0001493649,0.0001595261,0.000003591072,0.00002960254,9.042219e-7,0.0002576975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002545238,"threshold_uncertainty_score":0.008514643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.32690627136579,"score_gpt":0.5527535479745717,"score_spread":0.2258472766087817,"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."}}