{"id":"W2997302667","doi":"10.1002/9780471420194.tnmc08.pub2","title":"Thyroid Gland","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Stage (stratigraphy); Lymph node metastasis; Thyroid; Lymph; Lymph node; Metastasis; Pathology; Medicine; Cancer; Oncology; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000210568,0.0002433016,0.0004322893,0.0001200845,0.00001512967,0.000008076308,0.00007381798,0.0003136467,0.03882581],"category_scores_gemma":[0.00001693478,0.0001766152,0.0001188054,0.00006766136,0.00004382823,0.000006411116,0.00002896081,0.000326169,0.0006312599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004086521,"about_ca_system_score_gemma":0.0001037457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964183,"about_ca_topic_score_gemma":0.001881027,"domain_scores_codex":[0.9991879,0.000007230415,0.0001369178,0.0002867428,0.0001860481,0.000195196],"domain_scores_gemma":[0.9992236,0.00001850954,0.00009764848,0.0004923781,0.00002022862,0.000147591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002382056,0.0005190137,0.0007062909,0.00006076311,0.0001648258,0.0001121657,0.000009855173,1.507662e-8,0.00009710826,0.00003629942,0.9844763,0.01379349],"study_design_scores_gemma":[0.001678498,0.00024914,0.002698469,0.0003155378,0.0002380766,0.00003799052,0.000004387851,0.000001629192,0.00008102554,0.00001481483,0.9945216,0.0001587991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009855141,0.0112479,0.00000483254,0.002270797,0.0007539236,0.0006279028,0.005241135,0.0004137907,0.9784542],"genre_scores_gemma":[0.0005834423,0.002601596,0.002310561,0.0008330166,0.002975309,0.00005367374,0.0041137,0.0004741913,0.9860545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03819455,"threshold_uncertainty_score":0.9620528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233955533269578,"score_gpt":0.2915040867889593,"score_spread":0.2791645314562635,"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."}}