{"id":"W2072560681","doi":"10.1016/j.jocd.2012.11.010","title":"Medical Management of Primary Hyperparathyroidism","year":2013,"lang":"en","type":"review","venue":"Journal of Clinical Densitometry","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Asymptomatic; Parathyroid hormone; Hyperparathyroidism; Osteoporosis; Population; Denosumab; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001884163,0.0004577651,0.006762409,0.0006591062,0.00002764221,0.00001705368,0.0004518043,0.0009483676,0.0001371859],"category_scores_gemma":[0.0006531259,0.000279768,0.003122757,0.0007284194,0.000210798,0.00009233687,0.0001989302,0.001517441,0.0003365689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009830964,"about_ca_system_score_gemma":0.0009150016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003113232,"about_ca_topic_score_gemma":1.369914e-7,"domain_scores_codex":[0.9922454,0.0003283056,0.004966147,0.0003419394,0.001805208,0.0003130371],"domain_scores_gemma":[0.9940131,0.0009772009,0.00321566,0.0005763906,0.0003953488,0.0008222497],"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":[0.0001234074,0.001858738,0.0008137217,0.005199399,0.00442002,0.003543402,0.000003386984,3.691206e-8,1.592123e-7,0.00003404773,0.03386483,0.9501389],"study_design_scores_gemma":[0.004807188,0.001186988,0.006407758,0.01200105,0.008569387,0.002823592,0.00001672922,0.000001573818,6.702006e-7,0.00004779898,0.9638891,0.0002482037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004241142,0.9864953,0.00004980935,0.0000694546,0.001301238,0.000549439,0.000007742689,0.00001023362,0.007275689],"genre_scores_gemma":[0.0002614519,0.9946175,0.0030329,0.0001752821,0.0008888422,0.000008029129,0.00002257606,0.00005792302,0.0009355188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9498907,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661857562816429,"score_gpt":0.4962187456355625,"score_spread":0.3300329893539196,"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."}}