{"id":"W4396767635","doi":"10.1016/j.jtho.2024.05.003","title":"The International Association for the Study of Lung Cancer Mesothelioma Staging Project: Proposals for the “N” Descriptors in the Forthcoming Ninth Edition of the TNM Classification for Pleural Mesothelioma","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Tokyo Women's Medical University; Universitätsspital Zürich; Medizinische Universität Wien; National Institutes of Health; Queen's University; National Cancer Institute; University of Toronto; Postgraduate Institute of Medical Education and Research, Chandigarh; Cleveland Clinic; Universidad de Navarra; Imperial College London; Centro de Investigación Biomédica en Red de Cáncer; York University; Medical Research Council; Universität Wien; Memorial Sloan-Kettering Cancer Center; Universidade de São Paulo; International Association for the Study of Lung Cancer","keywords":"Medicine; Ninth; Mesothelioma; Lung cancer; Lung cancer staging; Oncology; Internal medicine; General surgery; Pathology","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":[0.002787766,0.0001073427,0.0002205741,0.000112864,0.0002836381,0.00004573049,0.0003986378,0.00006140204,0.00000768416],"category_scores_gemma":[0.0006918826,0.00004056972,0.0002561195,0.0002157847,0.00009814167,0.0001371571,0.00003847086,0.0001969343,1.216337e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000633822,"about_ca_system_score_gemma":0.0003961661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006063477,"about_ca_topic_score_gemma":0.0002479382,"domain_scores_codex":[0.9983479,0.0001967562,0.000645954,0.0001214436,0.0005293476,0.0001585592],"domain_scores_gemma":[0.995146,0.003599397,0.0008091345,0.0001552928,0.0002728255,0.00001732285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02132939,0.003812192,0.5276418,0.001504964,0.005904117,0.000008615676,0.02912305,0.002123585,0.02529772,0.00557998,0.07872086,0.2989537],"study_design_scores_gemma":[0.00373095,0.003430112,0.7841707,0.0008278233,0.004391088,0.00007045448,0.05065331,0.09359202,0.004893307,0.003204167,0.05083692,0.0001991205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364308,0.002094043,0.00223029,0.05079743,0.002812506,0.005326971,0.0002292581,0.000007675987,0.00007109104],"genre_scores_gemma":[0.9976407,0.0001510382,0.0001776435,0.0002408354,0.0007260071,0.0007452201,0.00000948263,0.00001684196,0.0002922518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2987546,"threshold_uncertainty_score":0.2181543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04862773196924563,"score_gpt":0.4519639182085068,"score_spread":0.4033361862392612,"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."}}