{"id":"W4375862352","doi":"10.3390/curroncol30050361","title":"Recent Advances in the Surgical Management of Thyroid Cancer","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid cancer; Thyroid; Risk stratification; Papillary thyroid cancer; Multidisciplinary approach; General surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006465058,0.0005376193,0.0007290522,0.001814094,0.0002316027,0.0008142933,0.0005503126,0.000629144,0.003480984],"category_scores_gemma":[0.001465998,0.0001709002,0.0005468878,0.001611401,0.0003935071,0.001088933,0.0005470708,0.001220726,0.001153482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658641,"about_ca_system_score_gemma":0.001147662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117038,"about_ca_topic_score_gemma":0.002042377,"domain_scores_codex":[0.9997819,0.00004445034,0.00004185634,0.00004020904,0.0000717558,0.00001985206],"domain_scores_gemma":[0.9993387,0.0004009506,0.00007368983,0.00001376714,0.0001401454,0.00003272612],"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":[0.0000656413,0.00004072392,0.0003471097,0.02092897,0.00009857799,0.0002473688,0.00009291481,0.0003922143,0.0007697984,0.002549925,0.02437867,0.9500881],"study_design_scores_gemma":[0.00001324864,0.00008944661,0.001222018,0.005548949,0.000186573,0.001913756,0.00009803817,0.0001180054,0.0003051165,0.002168752,0.9883152,0.00002085206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001340516,0.9983348,0.0001006668,0.0004125566,0.000202223,0.000002644374,0.00001290278,0.000005516527,0.0007946903],"genre_scores_gemma":[0.0006567579,0.998502,0.0001327285,0.0002174486,0.0002679497,0.000002643924,0.00002273054,0.000001272692,0.0001964252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003480984,"threshold_uncertainty_score":0.01164502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2652457411906637,"score_gpt":0.5285914338717437,"score_spread":0.2633456926810799,"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."}}