{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005549581,0.0002313421,0.0007326695,0.0003402373,0.0003181433,0.0005946967,0.0003337586,0.0004621472,0.00135241],"category_scores_gemma":[0.002429188,0.0001195879,0.00160025,0.0004630223,0.0003010919,0.0007001667,0.0006096631,0.000657622,0.0001277069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008895882,"about_ca_system_score_gemma":0.0004119602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00252488,"about_ca_topic_score_gemma":0.007377126,"domain_scores_codex":[0.9996239,0.00008607553,0.00004391648,0.00006400423,0.00005586681,0.000126148],"domain_scores_gemma":[0.9988926,0.0002837766,0.0004152968,0.00003442638,0.00005466253,0.000319276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02309208,0.0006444296,0.9396417,0.0002878812,0.001432772,0.0005910833,0.0003938425,0.001523097,0.001101941,0.0001720375,0.0007773089,0.03034182],"study_design_scores_gemma":[0.0004348448,0.005330513,0.9908034,0.00006522456,0.0007177266,0.0005468472,0.000500371,0.0006863875,0.0001927379,0.000277062,0.0004241975,0.00002077308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979438,0.001323569,0.00003992043,0.0001023546,0.00003135623,0.000008392743,0.0001724624,0.000001513343,0.0003766397],"genre_scores_gemma":[0.9991792,0.0003068298,0.00001946909,0.00006613725,0.00003764277,0.000005679688,0.0002649532,0.000001058686,0.0001189422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252488,"threshold_uncertainty_score":0.006454408,"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."}}