{"id":"W2961384131","doi":"10.1530/edm-18-0105","title":"Metastatic papillary thyroid cancer presenting with a recurrent necrotic cystic cervical lymph node","year":2019,"lang":"en","type":"article","venue":"Endocrinology Diabetes and Metabolism Case Reports","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Lymph node; Neck mass; Thyroid; Radiology; Fine-needle aspiration; Papillary thyroid cancer; Neck dissection; Differential diagnosis; Cervical lymph nodes; Metastatic carcinoma; Biopsy; Thyroid carcinoma; Carcinoma; Pathology; Cancer; Metastasis; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001385653,0.0004010993,0.0009941499,0.0001630365,0.0001298163,0.00004144173,0.0000372381,0.00007009611,0.0002559413],"category_scores_gemma":[0.00006228362,0.0002796067,0.0001524941,0.0002045198,0.0001396752,0.0001163059,0.0001182293,0.0002419831,0.00001541499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007594001,"about_ca_system_score_gemma":0.0001939084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003192044,"about_ca_topic_score_gemma":0.00003008536,"domain_scores_codex":[0.9974071,0.0001033099,0.0005430625,0.0008019966,0.0002936452,0.000850823],"domain_scores_gemma":[0.9984636,0.0001699303,0.0003019528,0.0006062507,0.0001257655,0.0003325552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001581593,0.0006266564,0.8510008,0.00083258,0.001717023,0.1301025,0.0003211317,0.00007178167,0.001555354,0.0003851934,0.000246857,0.01298192],"study_design_scores_gemma":[0.008837753,0.0008707943,0.7683815,0.0006141271,0.006396553,0.1850215,0.0004849236,0.0004736035,0.007000344,0.000357064,0.02057537,0.0009864708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245105,0.07268698,0.000004871042,0.000733001,0.0006326417,0.0009049582,0.00002243657,0.00008972239,0.0004148798],"genre_scores_gemma":[0.9943512,0.003348695,0.0006875172,0.0005400901,0.0001845171,0.0005208837,0.00003444367,0.00005642866,0.0002762016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08261939,"threshold_uncertainty_score":0.9999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142674203097448,"score_gpt":0.2635786906127433,"score_spread":0.2521519485817688,"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."}}