{"id":"W2292321252","doi":"10.1016/j.resinv.2016.02.002","title":"Recent advances in endobronchial ultrasound-guided transbronchial needle aspiration","year":2016,"lang":"en","type":"review","venue":"Respiratory Investigation","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Mediastinoscopy; Lung cancer; Radiology; Anaplastic lymphoma kinase; Sampling (signal processing); Lymphoma; Fine-needle aspiration; Mediastinum; Sarcoidosis; Pathology; Biopsy; Malignant pleural effusion","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":[0.001761931,0.0008705673,0.001727606,0.002656441,0.0002370811,0.001610332,0.00110877,0.00124675,0.003168958],"category_scores_gemma":[0.003585679,0.0004068976,0.001177337,0.002206102,0.0006787239,0.002235874,0.0009357464,0.001598001,0.001215002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006247328,"about_ca_system_score_gemma":0.001869493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059625,"about_ca_topic_score_gemma":0.004100719,"domain_scores_codex":[0.9992724,0.0001385905,0.0001718043,0.0001488192,0.0002240404,0.0000443158],"domain_scores_gemma":[0.9977313,0.00145012,0.0002758134,0.00003783076,0.0004283246,0.00007664211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001202029,0.00006680988,0.001339919,0.03061763,0.0002354488,0.0002416372,0.00006182116,0.0003194622,0.001118333,0.0009404482,0.01017222,0.954766],"study_design_scores_gemma":[0.00009182659,0.0003873063,0.008577607,0.02074388,0.001888623,0.006309844,0.0003338529,0.0008000262,0.001837948,0.002888727,0.9560138,0.0001266249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001025893,0.9990181,0.0001716466,0.0001976341,0.0001153342,0.000003754606,0.00001347254,0.00000376892,0.0003736982],"genre_scores_gemma":[0.00105565,0.9976453,0.0004027859,0.0003569493,0.0002940097,0.00000496505,0.00003504229,0.000001455421,0.0002037859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003168958,"threshold_uncertainty_score":0.01060128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061694904146462,"score_gpt":0.3646884216549879,"score_spread":0.2940714726135233,"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."}}