{"id":"W946845951","doi":"10.1097/jto.0000000000000600","title":"Outcomes after Stereotactic Body Radiotherapy versus Limited Resection in Older Patients with Early-Stage Lung Cancer","year":2015,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Cancer Institute; Sanofi","keywords":"Medicine; Stage (stratigraphy); Radiation therapy; Lung cancer; Resection; Stereotactic radiotherapy; Radiology; Radiosurgery; Surgery; 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":[0.0002661768,0.0001476272,0.0005173835,0.0002682615,0.00001889255,0.00001578372,0.00006121105,0.0001158288,0.0001496305],"category_scores_gemma":[0.00005010167,0.00009228317,0.00008692843,0.0001908498,0.00003564491,0.00019798,0.00001393597,0.0003079489,0.000002485959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067163,"about_ca_system_score_gemma":0.0004488847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002221484,"about_ca_topic_score_gemma":0.0006182704,"domain_scores_codex":[0.9987483,0.0001464794,0.0003789967,0.0001508757,0.0003581681,0.0002172064],"domain_scores_gemma":[0.9988129,0.0001287009,0.0003705212,0.0001589601,0.000328613,0.0002003497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03365476,0.001178183,0.9566132,0.00005036917,0.0006244286,0.0005033643,0.0009549403,0.00002909147,0.000004061366,9.723933e-7,0.0008951551,0.005491484],"study_design_scores_gemma":[0.01596506,0.006877632,0.9724031,0.0002667926,0.000434008,0.00002792601,0.00009904824,0.00003313418,0.0000632958,0.000002092144,0.003735936,0.00009198138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938911,0.001175497,0.00001471138,0.002975823,0.001312329,0.000383268,0.000004948219,0.000007413031,0.0002349736],"genre_scores_gemma":[0.9981889,0.0002561499,0.0004639286,0.0004229694,0.0002221521,0.00005214422,0.000002575367,0.00002424237,0.0003669166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0176897,"threshold_uncertainty_score":0.8020524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596155408691999,"score_gpt":0.41772536037149,"score_spread":0.39176380628457,"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."}}