{"id":"W4316655666","doi":"10.1016/j.amjsurg.2023.01.017","title":"Use of dual energy computed tomography versus conventional techniques for preoperative localization in primary hyperparathyroidism: Effect of preoperative calcium and parathyroid hormone levels","year":2023,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Parathyroidectomy; Parathyroid hormone; Radiology; Technetium Tc 99m Sestamibi; Ultrasound; Hyperparathyroidism; Nuclear medicine; Calcium; Internal medicine; Scintigraphy","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":[0.0008974407,0.000410464,0.001106283,0.000391621,0.0001834794,0.0005869463,0.0003335413,0.0003909373,0.000954167],"category_scores_gemma":[0.004506236,0.0002325314,0.0005489105,0.0005423946,0.0005498844,0.0006853336,0.0003067006,0.0007248085,0.0001216201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008744,"about_ca_system_score_gemma":0.0005551597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008681109,"about_ca_topic_score_gemma":0.001921533,"domain_scores_codex":[0.9995276,0.0001969498,0.00006154492,0.00005648962,0.0001064171,0.00005100628],"domain_scores_gemma":[0.9963061,0.002857872,0.0002830934,0.0001544764,0.0001266739,0.0002716793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4336929,0.004115151,0.2931415,0.0009997227,0.001390185,0.001435057,0.000666609,0.003922533,0.04314369,0.0002684936,0.0004891633,0.2167351],"study_design_scores_gemma":[0.01074572,0.1586093,0.7600301,0.0003714818,0.004651201,0.01021838,0.001970927,0.0161742,0.0315697,0.0007194814,0.004742097,0.0001974594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933568,0.005122496,0.0005857722,0.0001571223,0.00007154627,0.00001446986,0.00003062251,0.00001031503,0.0006509894],"genre_scores_gemma":[0.9976508,0.001354313,0.0006867815,0.00005749298,0.00005891743,0.000007240782,0.00002933582,0.000008631373,0.000146591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001106283,"threshold_uncertainty_score":0.004746139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05213663105348441,"score_gpt":0.3079033577624688,"score_spread":0.2557667267089844,"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."}}