{"id":"W1986487287","doi":"10.1016/j.cllc.2012.06.005","title":"Improving Outcomes for High-Risk Patients With Early-Stage Non–Small-Cell Lung Cancer: Insights from Population-Based Data and the Role of Stereotactic Ablative Radiotherapy","year":2012,"lang":"en","type":"review","venue":"Clinical Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; Stage (stratigraphy); Lung cancer; Lymphadenectomy; Lymph node; Population; Randomized controlled trial; Cancer; Dissection (medical); Radiation therapy; Radiology; Oncology; Internal medicine","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":[0.0008674275,0.0006605554,0.001865007,0.001219682,0.0001187702,0.000549371,0.0007602213,0.0006262193,0.001408746],"category_scores_gemma":[0.001526051,0.0001664973,0.001053876,0.001738695,0.0002451548,0.0005843329,0.0003888047,0.0009104681,0.0002649798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007095629,"about_ca_system_score_gemma":0.001273889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844948,"about_ca_topic_score_gemma":0.007589004,"domain_scores_codex":[0.9997364,0.00006606278,0.00005225676,0.00004470559,0.00007940259,0.00002129844],"domain_scores_gemma":[0.9993472,0.0003939703,0.0001187618,0.000009593241,0.0001068493,0.00002362681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000117076,0.00005280412,0.001199082,0.03564824,0.001036929,0.00005873229,0.00004240281,0.0004291055,0.0003392152,0.001202169,0.0111359,0.9487383],"study_design_scores_gemma":[0.0004063295,0.0006652142,0.03521675,0.05614779,0.007177862,0.001883678,0.0003974265,0.0006431142,0.0009345363,0.005272608,0.8911527,0.0001019624],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000183285,0.9993755,0.00002805303,0.0001924675,0.00004054793,0.000002260159,0.00001977704,0.000001535848,0.00015663],"genre_scores_gemma":[0.00151061,0.9981748,0.00007851524,0.0001174461,0.0000446942,0.00000288328,0.0000243519,4.324526e-7,0.00004628014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002844948,"threshold_uncertainty_score":0.005656719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741369225080014,"score_gpt":0.3812306087150883,"score_spread":0.3438169164642881,"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."}}