{"id":"W4417438002","doi":"10.1001/jamasurg.2025.5513","title":"Durability of Active Surveillance in Thyroid Cancer—Reply","year":2025,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Thyroid; MEDLINE; Durability; Thyroid dysfunction; Thyroid hormones","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":[0.0003268334,0.0001221764,0.0005504774,0.0001696605,0.00001907743,0.000006644083,0.00004533571,0.0000641326,0.0001054614],"category_scores_gemma":[0.0003578989,0.0001033479,0.0001626217,0.0004869573,0.00006499008,0.00006136032,0.00002902774,0.0001269622,0.000003617836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481784,"about_ca_system_score_gemma":0.0004524741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369315,"about_ca_topic_score_gemma":0.00079304,"domain_scores_codex":[0.9989161,0.0000741547,0.0003673564,0.0002792205,0.0001577532,0.0002054415],"domain_scores_gemma":[0.9985538,0.0008280561,0.0001074601,0.0003455225,0.0001124402,0.0000527069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005193293,0.0004042224,0.9355066,0.0001746512,0.00010554,0.00002916444,0.00008642673,0.000008639066,0.0007104026,0.00009558217,0.01129531,0.05106413],"study_design_scores_gemma":[0.0009781915,0.00003344554,0.9739516,0.00033989,0.00002295874,0.000001562757,0.00006476807,0.00000974674,0.01934127,0.0001326614,0.005052697,0.00007120192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826417,0.004612213,0.00000342116,0.008682261,0.0003267751,0.0002737313,0.00005833529,0.000026552,0.003374991],"genre_scores_gemma":[0.9965746,0.001979263,0.00001758881,0.0009212018,0.0000529443,0.0001620225,0.0000150285,0.000008563617,0.0002687302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05099292,"threshold_uncertainty_score":0.5093419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146858253822934,"score_gpt":0.2944949691540287,"score_spread":0.2798091437717353,"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."}}