{"id":"W2550661197","doi":"10.1016/j.athoracsur.2016.08.111","title":"Endobronchial and Endoscopic Ultrasound-Guided Transvascular Biopsy of Mediastinal, Hilar, and Lung Lesions","year":2016,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Radiology; Lung; Biopsy; Bronchoscopy; Endobronchial ultrasound; Respiratory disease; Mediastinum; Ultrasound; Endoscopy; 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":[0.0007721603,0.0003215187,0.0003334771,0.001483657,0.0003618537,0.000426034,0.0003524106,0.001069259,0.001411966],"category_scores_gemma":[0.001724093,0.0003101376,0.0003003957,0.0003671539,0.0005204029,0.0006534692,0.0003476846,0.0005025779,0.0002708815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780765,"about_ca_system_score_gemma":0.0003345572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251973,"about_ca_topic_score_gemma":0.005991429,"domain_scores_codex":[0.9995618,0.0000985607,0.00005463884,0.00006661272,0.0001365457,0.00008168056],"domain_scores_gemma":[0.999408,0.0001943228,0.00004288564,0.00006065092,0.0001221737,0.0001719873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006076927,0.0004478905,0.3930595,0.0002925341,0.0002453511,0.1199192,0.0006432302,0.0005132848,0.3822082,0.0005310907,0.0008013351,0.09526135],"study_design_scores_gemma":[0.0001712939,0.001373772,0.6377091,0.0001059745,0.0003261834,0.288957,0.001002284,0.006324446,0.0590912,0.0003865015,0.00450795,0.00004432519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883996,0.005161684,0.002771907,0.0001890787,0.00004529393,0.00004962511,0.00006690397,0.00004971624,0.00326631],"genre_scores_gemma":[0.9946089,0.0007741025,0.003801566,0.0001637899,0.00004315794,0.00001100624,0.00007208678,0.000008970483,0.0005163651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483657,"threshold_uncertainty_score":0.004723549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08349689920087605,"score_gpt":0.3738191950440337,"score_spread":0.2903222958431577,"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."}}