{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03307138,0.001333255,0.002391188,0.003476909,0.001628179,0.003254823,0.005606377,0.003719929,0.001940463],"category_scores_gemma":[0.03007318,0.0009476217,0.002595353,0.006982051,0.001227011,0.001486915,0.003251131,0.007417036,0.001265383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003837553,"about_ca_system_score_gemma":0.02812817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0524701,"about_ca_topic_score_gemma":0.079077,"domain_scores_codex":[0.9918445,0.003048804,0.001689118,0.0003990815,0.002320251,0.0006981648],"domain_scores_gemma":[0.9556978,0.005683597,0.005791775,0.002773862,0.02443272,0.005620277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002460969,0.001071417,0.2882444,0.001638237,0.001071044,0.0003086638,0.00107823,0.001636197,0.003601318,0.008262465,0.5656994,0.1249277],"study_design_scores_gemma":[0.001658318,0.0006484538,0.7911087,0.001590288,0.001230834,0.000303057,0.001002713,0.002537894,0.001248745,0.003897946,0.1945823,0.000190728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1497249,0.051446,0.05470247,0.3764888,0.1068893,0.0110657,0.1976566,0.001116434,0.05090997],"genre_scores_gemma":[0.2692216,0.03068596,0.1902299,0.06100969,0.03298955,0.0274983,0.3670004,0.0009013591,0.0204633],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0524701,"threshold_uncertainty_score":0.1749003,"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."}}