{"id":"W4389454770","doi":"10.1016/j.jtho.2023.12.006","title":"The International Association for the Study of Lung Cancer Lung Cancer Staging Project: Proposals for the Revisions of the T-Descriptors in the Forthcoming Ninth Edition of the TNM Classification for Lung Cancer","year":2023,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Arthrex GmbH; Samsung; National Institutes of Health; Lilly Deutschland; Shanghai Chest Hospital; AIO-Studien; Tokyo Women's Medical University; Peking University; Università degli Studi di Torino; Medizinische Universität Wien; Universitätsspital Zürich; Universidade de São Paulo; Hyogo College of Medicine; Shanghai Jiao Tong University; Sichuan University; Universiteit Gent; Seoul National University Hospital; Gazi Üniversitesi; Universität Wien; Istanbul Üniversitesi-Cerrahpasa; AstraZeneca; International Association for the Study of Lung Cancer; University of Aberdeen; Mount Sinai Health System; University of Toronto; Imperial College London; Bristol-Myers Squibb; Université Laval; Universitair Ziekenhuis Antwerpen; Technische Universität München; Ankara Universitesi; Aix-Marseille Université; York University; Cleveland Clinic; Universidad de Navarra; Postgraduate Institute of Medical Education and Research, Chandigarh; University of Leicester; University of Chicago; Universitair Ziekenhuis Gent; NYU Langone Medical Center; Boehringer Ingelheim; Ohio State University; Massachusetts General Hospital; Queen's University; University of Ulsan; University of Texas Southwestern Medical Center; Seoul National University; Yale University; Memorial Sloan-Kettering Cancer Center; Eli Lilly and Company; Celgene","keywords":"Medicine; Lung cancer; Ninth; Univariate analysis; Proportional hazards model; Cancer; Internal medicine; Lung; Oncology; Radiology; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004156659,0.0001577476,0.0004431618,0.0001133993,0.0005151292,0.00003548799,0.000648661,0.00009894599,0.000011653],"category_scores_gemma":[0.001055122,0.00005720636,0.0003722093,0.0005007014,0.0001076266,0.0001215069,0.0000843884,0.000337931,2.612009e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305185,"about_ca_system_score_gemma":0.0014065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008592129,"about_ca_topic_score_gemma":0.004663246,"domain_scores_codex":[0.9975176,0.0003499156,0.0009899139,0.0001824176,0.000693264,0.0002669121],"domain_scores_gemma":[0.9918293,0.004257469,0.002444852,0.0003485947,0.001096998,0.00002274352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002803601,0.001218604,0.7449198,0.001045572,0.004545784,0.000001260311,0.0218934,0.003981792,0.001933274,0.0008425977,0.1312542,0.08556007],"study_design_scores_gemma":[0.007265644,0.001800914,0.7882509,0.004141605,0.01067171,0.00001311966,0.04092108,0.1100505,0.005258236,0.0004464697,0.03093656,0.0002432594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7915624,0.006133487,0.0008315562,0.1786834,0.007262913,0.01499707,0.0004337764,0.00001089566,0.0000844984],"genre_scores_gemma":[0.9911585,0.002963128,0.00007597718,0.0003366577,0.0009884074,0.004147032,0.000006063823,0.00002526777,0.0002989346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1995962,"threshold_uncertainty_score":0.6027979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06101873963389433,"score_gpt":0.4917290893609113,"score_spread":0.4307103497270169,"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."}}