{"id":"W2010995223","doi":"10.1097/jto.0b013e3181d35627","title":"Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration for Lymph Node Staging in Patients with Non-small Cell Lung Cancer in Nonoperable Patients Pursuing Radiotherapy as a Primary Treatment","year":2010,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiology; Lymph node; Lung cancer; Lung cancer staging; Cancer staging; Radiation therapy; Mediastinum; Mediastinoscopy; Cancer; 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":[0.0004739449,0.0003588395,0.000532228,0.00076315,0.000640959,0.0008343461,0.0004951842,0.0009126024,0.001209279],"category_scores_gemma":[0.002708218,0.0002946997,0.0003512199,0.0005882639,0.0005527889,0.0006583513,0.0003061993,0.0006720405,0.0001915834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278732,"about_ca_system_score_gemma":0.0008824331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005779956,"about_ca_topic_score_gemma":0.01837192,"domain_scores_codex":[0.9997709,0.00005705079,0.00002769784,0.00003683033,0.0000495405,0.00005799687],"domain_scores_gemma":[0.9990932,0.0003428471,0.0001618993,0.00002699727,0.00007999386,0.0002950944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009210224,0.0001100546,0.9926229,0.00001825518,0.00001943493,0.001641806,0.00008682631,0.00008821802,0.001059412,0.00001385347,0.0001420575,0.003276124],"study_design_scores_gemma":[0.0001118345,0.00117762,0.9902639,0.00002594194,0.0001159714,0.00500885,0.000724978,0.001523599,0.0006183254,0.00006150963,0.0003562657,0.00001119866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983375,0.0007138869,0.00005961549,0.0001436483,0.0000177092,0.00001892412,0.00005005613,0.000004016249,0.00065461],"genre_scores_gemma":[0.9991971,0.0003515558,0.0001456615,0.00007594316,0.00003863339,0.000009414822,0.000066235,0.000001832409,0.0001137312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005779956,"threshold_uncertainty_score":0.01149261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009268921572571896,"score_gpt":0.3365860746532199,"score_spread":0.327317153080648,"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."}}