{"id":"W3204939774","doi":"10.1007/s12149-021-01681-w","title":"Clinicopathological variables that correlate with sestamibi positivity in uniglandular parathyroid disease: a retrospective analysis of 378 parathyroid adenomas","year":2021,"lang":"en","type":"article","venue":"Annals of Nuclear Medicine","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Parathyroid adenoma; Adenoma; Parathyroid gland; Hyperparathyroidism; Technetium Tc 99m Sestamibi; Primary hyperparathyroidism; Creatinine; Parathyroidectomy; Scintigraphy; Urology; Internal medicine; Pathology; Nuclear medicine; Parathyroid hormone; Radiology; Calcium","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":[0.0005288972,0.000315053,0.001618269,0.0004034685,0.00005746878,0.000007617883,0.0001230406,0.0001636825,0.0001475633],"category_scores_gemma":[0.0004443881,0.0002221471,0.0002717471,0.001784233,0.0004568735,0.0001087755,0.00006889971,0.000318282,0.000008454448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003921002,"about_ca_system_score_gemma":0.0001703202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001602361,"about_ca_topic_score_gemma":0.00006939157,"domain_scores_codex":[0.9974546,0.0002599852,0.0006465751,0.0006140956,0.0006385666,0.0003861316],"domain_scores_gemma":[0.9979902,0.0002072976,0.0003909244,0.0006732111,0.0004123492,0.0003259975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003436524,0.003017292,0.9709859,0.00004788536,0.00202867,0.005147649,0.001101185,0.0002174025,0.007701016,0.001673696,0.004507013,0.0001357951],"study_design_scores_gemma":[0.005082292,0.002341821,0.986734,0.0002323863,0.002678585,0.00005321988,0.0007095074,0.0008605017,0.0003111925,0.0003737908,0.0004293571,0.0001933931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806338,0.01320728,0.00006341976,0.00250137,0.00003355574,0.00031056,0.0001121619,0.00003137997,0.003106455],"genre_scores_gemma":[0.9944593,0.00377831,0.0002001777,0.001028241,0.00003565692,0.000009355043,0.0002398106,0.00003087595,0.0002182426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574808,"threshold_uncertainty_score":0.9058895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06446358692348211,"score_gpt":0.3420175330241824,"score_spread":0.2775539461007003,"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."}}