{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001723591,0.0001009643,0.0002014474,0.0001226169,0.000194784,0.0002396492,0.0001148542,0.0002024898,0.007955365],"category_scores_gemma":[0.0004582033,0.00004485599,0.0002720788,0.0002821938,0.0001469393,0.0001493232,0.0001336725,0.0001800522,0.0007849296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803622,"about_ca_system_score_gemma":0.0002588249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481962,"about_ca_topic_score_gemma":0.002878702,"domain_scores_codex":[0.9998623,0.00002608679,0.00001215404,0.00004008944,0.00002206428,0.00003731504],"domain_scores_gemma":[0.9996071,0.00006535694,0.0001434219,0.00001632027,0.00004292087,0.0001248532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006124864,0.00005772934,0.9909695,0.00001741123,0.00005838283,0.0001601256,0.00002311859,0.0001007782,0.001013095,0.00003249212,0.0008827041,0.006072142],"study_design_scores_gemma":[0.00006446218,0.0006027423,0.9958111,0.000006963316,0.00004035698,0.001288624,0.00009947971,0.0001773215,0.0002742211,0.00004333609,0.001588735,0.000002756172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970276,0.000147678,0.0001138094,0.0001036873,0.00001603583,0.000007449305,0.0004134038,0.000007080329,0.002163281],"genre_scores_gemma":[0.9980056,0.00004287687,0.00009128695,0.0001029768,0.00001936034,0.000007142929,0.0007044257,0.000003534573,0.001022787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007955365,"threshold_uncertainty_score":0.02661335,"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."}}