{"id":"W2810920486","doi":"10.1016/j.lungcan.2018.06.029","title":"Comparison of 7th and 8th editions of the UICC/AJCC TNM staging for non-small cell lung cancer in a non-metastatic North American cohort undergoing primary radiation treatment","year":2018,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Cohort; Proportional hazards model; Oncology; Internal medicine; Hazard ratio; AJCC staging system; Lung cancer; Stage (stratigraphy); Cancer; Primary tumor; Metastasis; Staging system; Confidence interval","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":[0.0008522852,0.0003378659,0.0005748823,0.00105418,0.0004746726,0.001089232,0.0006400385,0.0005968639,0.002425694],"category_scores_gemma":[0.002925768,0.0003380289,0.0009282115,0.001140547,0.0003107059,0.0009005042,0.0008674138,0.0008191183,0.000495387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005435297,"about_ca_system_score_gemma":0.0005251772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605218,"about_ca_topic_score_gemma":0.02370473,"domain_scores_codex":[0.9993724,0.0001111335,0.00005190067,0.0001976824,0.0001007528,0.0001660262],"domain_scores_gemma":[0.9984133,0.0003456457,0.0004892649,0.0001218762,0.0003287556,0.0003011122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000784411,0.00003946296,0.9970282,0.00001057729,0.0001654912,0.00005588789,0.0001093764,0.00007092191,0.0003748418,0.00002830211,0.0002622696,0.001070329],"study_design_scores_gemma":[0.00001093899,0.00009448885,0.9989974,0.000003730949,0.00004864287,0.00005506536,0.0004066972,0.0001601193,0.00002547094,0.00001876457,0.0001748559,0.000003881338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978605,0.0002077382,0.00007642605,0.00005066917,0.00002784922,0.00000837415,0.0009877447,0.000005140962,0.0007755733],"genre_scores_gemma":[0.9976546,0.0001027344,0.00003569449,0.00002760201,0.00001647833,0.000008686121,0.001775953,0.000005475866,0.000372752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605218,"threshold_uncertainty_score":0.03191751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280994989553126,"score_gpt":0.3324448465430033,"score_spread":0.3196348966474721,"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."}}