{"id":"W1969722622","doi":"10.1016/j.jtcvs.2011.08.037","title":"A prospective controlled trial of endobronchial ultrasound-guided transbronchial needle aspiration compared with mediastinoscopy for mediastinal lymph node staging of lung cancer","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":557,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Mediastinoscopy; Medicine; Lung cancer; Radiology; Lymph node; Mediastinal lymph node; Lung cancer staging; Mediastinum; Cancer; Metastasis; Pathology; 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":[0.003199945,0.002490223,0.006876239,0.000482303,0.000916891,0.001953359,0.001877219,0.004006425,0.007902752],"category_scores_gemma":[0.00579322,0.001805471,0.003309356,0.0005482053,0.002353524,0.00236991,0.0007445755,0.006174393,0.001463173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011971,"about_ca_system_score_gemma":0.00187276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602539,"about_ca_topic_score_gemma":0.003096735,"domain_scores_codex":[0.9978886,0.001010605,0.0001901571,0.0005857644,0.0001169286,0.0002078917],"domain_scores_gemma":[0.9964182,0.001867252,0.0005335286,0.0002714953,0.0001961237,0.0007133398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9965948,0.001274129,0.0002055396,0.0001292124,0.000364507,0.00001006959,0.00001373526,0.00004017469,0.0002225987,0.00001959514,0.00006019691,0.001065457],"study_design_scores_gemma":[0.9596667,0.03767135,0.00123985,0.00002438863,0.0008512612,0.00001370901,0.00001651154,0.0002537467,0.0001019415,0.00004918218,0.00009855643,0.00001278922],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858912,0.006547263,0.000648257,0.000762444,0.002140476,0.001860702,0.0005015082,0.0001023704,0.001545739],"genre_scores_gemma":[0.9913174,0.002013705,0.001083141,0.0008483266,0.001027553,0.001435406,0.0004740133,0.00002719838,0.00177334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007902752,"threshold_uncertainty_score":0.02643728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197110527020112,"score_gpt":0.3064344170282542,"score_spread":0.2744633117580531,"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."}}