{"id":"W2075924209","doi":"10.1097/jto.0b013e31820b8b9b","title":"Treatment of the Elderly When Cure is the Goal: The Influence of Age on Treatment Selection and Efficacy for Stage III Non-small Cell Lung Cancer","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiation therapy; Stage (stratigraphy); Chemotherapy; Lung cancer; Univariate analysis; Performance status; Surgery; Retrospective cohort study; Multivariate analysis; Palliative care; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188645,0.0001227899,0.0003828215,0.0002075492,0.0002553022,0.000403666,0.0001263429,0.000311222,0.0006781989],"category_scores_gemma":[0.004895546,0.00007268273,0.0004776687,0.0002752951,0.0001471482,0.0004215918,0.0001815136,0.0004446901,0.0001196025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274863,"about_ca_system_score_gemma":0.0002468932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006783117,"about_ca_topic_score_gemma":0.001988084,"domain_scores_codex":[0.9995731,0.0002379917,0.00003839918,0.00003205967,0.00005950671,0.00005908373],"domain_scores_gemma":[0.9978176,0.001028629,0.00066486,0.00007715081,0.0001123697,0.0002993277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009480204,0.0002898528,0.8991887,0.00005848219,0.0003140224,0.0003861933,0.0001633658,0.0008627999,0.002264762,0.0001723432,0.001477303,0.085342],"study_design_scores_gemma":[0.0001424937,0.002268236,0.9923851,0.00003247734,0.0003395284,0.0006230703,0.0001815704,0.001380821,0.0005293252,0.0003830086,0.001723018,0.00001116089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991847,0.005063641,0.0002369803,0.001284533,0.00006712343,0.0000074371,0.0001006348,0.000004986099,0.001387594],"genre_scores_gemma":[0.9988126,0.0005596651,0.00009954118,0.0002391077,0.000110306,0.000003104141,0.00005227145,0.000003239712,0.0001202727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001188645,"threshold_uncertainty_score":0.006286263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969836143018641,"score_gpt":0.3816100694688586,"score_spread":0.3519117080386722,"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."}}