{"id":"W2052653411","doi":"10.1097/jto.0000000000000293","title":"The ITMIG/IASLC Thymic Epithelial Tumors Staging Project: A Proposed Lymph Node Map for Thymic Epithelial Tumors in the Forthcoming 8th Edition of the TNM Classification of Malignant Tumors","year":2014,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; Hyogo College of Medicine; KU Leuven; Seoul National University; Samsung; Imperial College London; Cleveland Clinic; Memorial Sloan-Kettering Cancer Center; Gentofte Hospital; Cancer Research Institute","keywords":"Medicine; Lymph node; Pathology; Oncology","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":[0.006179644,0.0002994644,0.0009715392,0.0003484116,0.0003003429,0.000034404,0.0007915173,0.0001866243,0.00001251076],"category_scores_gemma":[0.000944412,0.0001435527,0.0004980667,0.0004290999,0.0004445437,0.0001535342,0.00008791751,0.0006371217,0.000003002315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430267,"about_ca_system_score_gemma":0.001294444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009967858,"about_ca_topic_score_gemma":0.00008403214,"domain_scores_codex":[0.9954821,0.001088661,0.001848574,0.0002885364,0.000767151,0.0005249851],"domain_scores_gemma":[0.9947985,0.00111418,0.002878995,0.0005896608,0.0005305845,0.00008805138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02747326,0.003469397,0.07560789,0.002962667,0.0007046394,0.0002379086,0.02118998,0.0003787965,0.6140103,0.01522141,0.002966744,0.235777],"study_design_scores_gemma":[0.01502706,0.01116927,0.7112181,0.007758266,0.001972295,0.004877334,0.0323175,0.01844362,0.1511451,0.02170614,0.02336852,0.0009967687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846697,0.0001422591,0.001545417,0.01057792,0.001001728,0.001685677,0.00004925752,0.00001125467,0.0003167341],"genre_scores_gemma":[0.9969038,0.00004409374,0.001350048,0.0003655469,0.001080216,0.00006545449,0.000009942029,0.00004611481,0.0001347675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6356102,"threshold_uncertainty_score":0.5853911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638520375604361,"score_gpt":0.3571935872077797,"score_spread":0.3308083834517361,"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."}}