{"id":"W4221040449","doi":"10.1016/j.tvir.2022.100825","title":"The Treatment of Thyroid Cancer With Radiofrequency Ablation","year":2022,"lang":"en","type":"review","venue":"Techniques in vascular and interventional radiology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Thyroid cancer; Thyroid; Malignancy; Cancer; Radiofrequency ablation; Thermal ablation; Ablation; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002371169,0.0002622068,0.001140497,0.0001822986,0.00007431273,0.000006702609,0.00009688041,0.0001344533,0.0002388215],"category_scores_gemma":[0.00001140503,0.0001414173,0.000647806,0.0001659223,0.0001857248,0.00002455226,0.00002405955,0.0001690313,5.25327e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007612031,"about_ca_system_score_gemma":0.0001872813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003308613,"about_ca_topic_score_gemma":0.00008439649,"domain_scores_codex":[0.9985952,0.0002103027,0.0005398094,0.0003232403,0.0001597445,0.0001717325],"domain_scores_gemma":[0.9991776,0.0001841382,0.000265443,0.0003064339,0.00002716338,0.00003920268],"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":[0.00005566315,0.0004793299,0.00043201,0.001293472,0.001080911,0.0000298549,0.00003331175,5.128171e-7,5.771802e-7,0.002096478,0.0001907294,0.9943072],"study_design_scores_gemma":[0.0006959723,0.004713131,0.0003755152,0.002908084,0.001100791,0.0002385331,0.000008640494,0.000001715683,0.00001396072,0.0002178859,0.9896039,0.000121819],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001876297,0.9978888,0.00004502213,0.00006159233,0.00007132584,0.001280975,0.0000510087,0.00002918019,0.000384479],"genre_scores_gemma":[0.0002474588,0.9951435,0.0002935557,0.00001074652,0.00007934874,0.003875594,0.00020824,0.00002870346,0.0001128595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9941853,"threshold_uncertainty_score":0.576683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938013378236164,"score_gpt":0.3621634142450432,"score_spread":0.3227832804626816,"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."}}