{"id":"W2913975472","doi":"10.21037/jtd.2019.01.69","title":"Stereotactic body radiation therapy and surgery for early lung cancer “two sides of the same coin”","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Radiation therapy; Cancer; Cause of death; Surgery; Quarter (Canadian coin); General surgery; Oncology; Pathology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002674636,0.000230044,0.0007133203,0.0001627803,0.00004730776,0.00004765339,0.0001076637,0.0001187696,0.00005987914],"category_scores_gemma":[0.0001228158,0.0001315802,0.0006025481,0.00008941703,0.00005394976,0.0001453489,0.00001746041,0.00040036,7.520066e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003015874,"about_ca_system_score_gemma":0.0009079751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007862759,"about_ca_topic_score_gemma":0.000002475457,"domain_scores_codex":[0.9984688,0.0001238912,0.0005239112,0.0001838393,0.0004997942,0.0001997905],"domain_scores_gemma":[0.9973543,0.0007294898,0.00117448,0.000322102,0.0002901093,0.0001294968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556743,0.0001711018,0.5420535,0.00279486,0.001484711,0.0001424329,0.00009176969,0.000004734237,0.00001378899,0.00000133366,0.4440436,0.007641361],"study_design_scores_gemma":[0.002839353,0.0004358542,0.9025697,0.007852479,0.006251792,0.00005671404,0.0000108619,0.00007510529,0.0003468874,0.0001196556,0.07915225,0.0002894076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6121475,0.03588298,0.000005263458,0.3494427,0.001228419,0.001058435,0.0002136991,0.000005221954,0.00001582861],"genre_scores_gemma":[0.8277906,0.01110603,0.00003330285,0.1553781,0.004397667,0.0001073995,0.00004301879,0.00008334444,0.001060565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648914,"threshold_uncertainty_score":0.5365684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674122107758508,"score_gpt":0.3525409847128842,"score_spread":0.3257997636352991,"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."}}