{"id":"W2330828030","doi":"10.1093/icvts/ivu167.33","title":"O-033 * PATIENTS WITH STAGE IIIA (N2) NON-SMALL-CELL LUNG CANCER SELECTED FOR NEOADJUVANT CHEMORADIATION AND SURGERY HAVE IMPROVED SURVIVAL COMPARED TO PATIENTS TREATED WITH DEFINITIVE CHEMORADIATION","year":2014,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Proportional hazards model; Chemoradiotherapy; Lung cancer; Cumulative incidence; Stage (stratigraphy); Surgery; Log-rank test; Pneumonectomy; Propensity score matching; Retrospective cohort study; Internal medicine; Survival analysis; Radiation therapy; Oncology; Cohort","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004156473,0.000467431,0.001355684,0.0002893924,0.0001619867,0.00008582248,0.00003845097,0.0001122815,0.000008081006],"category_scores_gemma":[0.0002103467,0.0003551561,0.000342641,0.0003474395,0.00005432277,0.0002457497,0.00002986356,0.0001556348,0.000001343521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004847508,"about_ca_system_score_gemma":0.0002103954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330882,"about_ca_topic_score_gemma":0.0002178635,"domain_scores_codex":[0.9977768,0.0001813901,0.000397684,0.0007971866,0.0003992237,0.0004477339],"domain_scores_gemma":[0.9966483,0.001034188,0.0002838614,0.0003483762,0.001370667,0.0003146725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004620582,0.0004876533,0.9560266,0.0004334679,0.00371917,0.00001185298,0.0004669585,0.00009674758,0.00004909446,4.297767e-7,0.0001348133,0.03395264],"study_design_scores_gemma":[0.005282667,0.0004470978,0.9757768,0.0007884373,0.00249311,0.00000402316,0.0001244761,0.00232641,0.01185372,8.769349e-7,0.0003931445,0.0005092615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946691,0.0006445626,0.001769418,0.00006532194,0.0001963319,0.002284505,0.0002076777,0.00005308422,0.0001100461],"genre_scores_gemma":[0.9969397,0.0002277546,0.0001867547,0.0001629977,0.0001272428,0.0009669768,0.001266229,0.0000877046,0.00003460507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03344338,"threshold_uncertainty_score":0.99989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225200523609089,"score_gpt":0.2561869717546131,"score_spread":0.2439349665185222,"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."}}