{"id":"W2147057824","doi":"10.1016/j.radonc.2011.04.005","title":"Withholding stereotactic radiotherapy in elderly patients with stage I non-small cell lung cancer and co-existing COPD is not justified: Outcomes of a markov model analysis","year":2011,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Cancer Care Ontario","funders":"","keywords":"Medicine; Stage (stratigraphy); COPD; Lung cancer; Quality of life (healthcare); Internal medicine; Cancer; Radiation therapy; Oncology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001655855,0.0002581809,0.0009670489,0.0002952152,0.00006204892,0.00001270236,0.00006262282,0.0001405943,0.0001342731],"category_scores_gemma":[0.000003613653,0.0001871607,0.00008422813,0.000246735,0.0001133717,0.00007829174,0.00001050628,0.0001545071,1.102757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006523752,"about_ca_system_score_gemma":0.0001774545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694791,"about_ca_topic_score_gemma":0.001203617,"domain_scores_codex":[0.9987019,0.00005150305,0.0003686246,0.0004297325,0.0001538866,0.0002944049],"domain_scores_gemma":[0.9991502,0.0001463783,0.000269347,0.0002370374,0.00006574488,0.0001313607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001664977,0.0007251499,0.9743379,0.0002776966,0.001997239,0.00003337563,0.00883971,0.0000908257,0.0002165102,0.00001129432,0.00005614555,0.01174922],"study_design_scores_gemma":[0.01684255,0.002650461,0.9573094,0.0001417088,0.001604532,0.000004358375,0.0002377015,0.01988422,0.0007729707,0.000002543033,0.0002814081,0.000268118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950569,0.002547181,0.0007915771,0.0002443249,0.00004522174,0.0007300652,0.00006311301,0.00001327814,0.000508303],"genre_scores_gemma":[0.9848917,0.003992651,0.009362662,0.001141414,0.00002387,0.000111242,0.00001016299,0.00003567988,0.0004306282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0197934,"threshold_uncertainty_score":0.7632194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966232502795259,"score_gpt":0.3251104818747776,"score_spread":0.295448156846825,"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."}}