{"id":"W3195367728","doi":"10.2967/jnumed.121.262402","title":"Management of Differentiated Thyroid Cancer: The Standard of Care","year":2021,"lang":"en","type":"article","venue":"Journal of Nuclear Medicine","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Western University","funders":"","keywords":"Thyroid cancer; Medicine; Sodium-iodide symporter; Radioiodine therapy; Thyroid; Scintigraphy; Histopathology; Thyroglobulin; Symporter; Risk stratification; Nuclear medicine; Radiology; Oncology; Internal medicine; Pathology","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":[0.0001443303,0.0001090947,0.0006207944,0.00007066783,0.00003208256,0.000002980385,0.0001089458,0.0000345377,0.0008386454],"category_scores_gemma":[0.00002507757,0.00005711428,0.0001715267,0.0002122391,0.0001212441,0.0000258391,0.00004193652,0.000160383,0.000001035704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377464,"about_ca_system_score_gemma":0.0001013036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000324328,"about_ca_topic_score_gemma":0.0000118574,"domain_scores_codex":[0.9985664,0.00004236316,0.0005536852,0.00009395606,0.0006256236,0.0001179977],"domain_scores_gemma":[0.9985232,0.00004417289,0.0004743183,0.0002504989,0.0006118121,0.00009594124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01963307,0.004185978,0.09342856,0.010789,0.02418354,0.009258373,0.03768045,0.0002433632,0.1178983,0.01372717,0.2720018,0.3969704],"study_design_scores_gemma":[0.03528415,0.01814114,0.6396096,0.01877523,0.009671454,0.0006457711,0.0520012,0.00002343197,0.04413134,0.0002914759,0.181145,0.0002801211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920395,0.05569529,0.00001092003,0.02054202,0.0004655197,0.0001767086,0.00002237882,0.00000585022,0.002686275],"genre_scores_gemma":[0.975966,0.02317662,0.0002268593,0.0003159549,0.0001923996,0.000001813598,0.000003659454,0.00001829375,0.00009844503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5461811,"threshold_uncertainty_score":0.918258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297700581289921,"score_gpt":0.2910370492961699,"score_spread":0.2780600434832706,"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."}}