{"id":"W3006041515","doi":"10.1053/j.semtcvs.2020.02.003","title":"Endobronchial Ultrasound-Guided Radiofrequency Ablation of Lung Tumors and Mediastinal Lymph Nodes: A Preclinical Study in Animal Lung Tumor and Mediastinal Adenopathy Models","year":2020,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Olympus","keywords":"Medicine; Lung cancer; Radiology; Lymph; Radiofrequency ablation; Lung; Histopathology; Bronchoscopy; Mediastinal lymph node; Ablation; Pathology; Metastasis; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00210211,0.0003573605,0.001507743,0.0002353018,0.00006270796,0.00003055199,0.00007060105,0.0001195532,0.0000108183],"category_scores_gemma":[0.0007604819,0.0003248018,0.0003134423,0.0004188491,0.0002323125,0.0002305193,0.00008836621,0.0002947029,3.392021e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699494,"about_ca_system_score_gemma":0.0002867241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002866916,"about_ca_topic_score_gemma":0.00001258352,"domain_scores_codex":[0.9967136,0.0004566505,0.0009144387,0.0008346938,0.0006877011,0.0003929267],"domain_scores_gemma":[0.9981256,0.0009866742,0.0001699289,0.0003103952,0.00007856225,0.0003289157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009041596,0.0003774417,0.974263,0.0008251516,0.0005713754,0.001507312,0.004034986,0.0001774215,0.000106511,0.00001085674,0.00005931309,0.01716253],"study_design_scores_gemma":[0.003981523,0.0005046266,0.9808825,0.002103959,0.001548098,0.001605607,0.002427882,0.006071127,0.0003875624,0.00007184745,0.000008709985,0.0004066002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222737,0.0763079,0.0001205923,0.0001212076,0.00009704506,0.0009165568,0.00002195274,0.00002868294,0.0001123889],"genre_scores_gemma":[0.9907172,0.008364145,0.0004047314,0.00006650193,0.0002199523,0.0001609564,0.00002565981,0.00003858745,0.000002215834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06844357,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626453650484212,"score_gpt":0.3094387074776074,"score_spread":0.2731741709727653,"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."}}