{"id":"W2096695591","doi":"","title":"Primary hyperparathyroidism: Update on presentation, diagnosis, and management in primary care.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber Polytechnic","funders":"","keywords":"Primary hyperparathyroidism; Medicine; Parathyroidectomy; Asymptomatic; Presentation (obstetrics); Parathyroid hormone; Hyperparathyroidism; Pediatrics; Intensive care medicine; Surgery; Internal medicine","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":[0.00007085587,0.0001519741,0.0002142522,0.000166358,0.00003859288,0.00001287854,0.00005736002,0.00004759543,0.000005472024],"category_scores_gemma":[0.000006504898,0.0001302036,0.00003699298,0.0001508701,0.00004219407,0.00009914938,0.00005301843,0.000076162,0.00003781901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329522,"about_ca_system_score_gemma":0.00001524734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005933095,"about_ca_topic_score_gemma":0.00001687041,"domain_scores_codex":[0.9989917,0.00002868851,0.0001873232,0.0003156036,0.0001837852,0.0002928879],"domain_scores_gemma":[0.9995522,0.00001642255,0.00004346358,0.0002325275,0.00001931029,0.0001360496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007699024,0.001587708,0.8252187,0.000132921,0.0002144517,0.0004733914,0.001108899,0.000001273212,0.000007781905,0.0006569131,0.01471031,0.1551177],"study_design_scores_gemma":[0.003701626,0.00007954193,0.9901871,0.000009384183,0.00009788132,0.000007765167,0.0001341623,9.274511e-7,0.0003008908,0.0001584266,0.005206038,0.0001162537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8276615,0.01110081,0.00000384985,0.0002030844,0.00007476419,0.001866445,0.000008676254,0.00003810561,0.1590428],"genre_scores_gemma":[0.9831107,0.009365415,0.0004154291,0.001356326,0.00002526973,0.005025331,0.0001280022,0.00002043669,0.0005530536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1649684,"threshold_uncertainty_score":0.5309548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229499807514934,"score_gpt":0.2425283435068716,"score_spread":0.2102333454317223,"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."}}