{"id":"W2569500944","doi":"10.1016/j.jtho.2016.11.107","title":"SC19.02 Invasive Staging of Lung Cancer: EBUS, EUS and Beyond","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Mediastinoscopy; Endoscopic ultrasound; Radiology; Lung cancer; Lung cancer staging; Cancer staging; Mediastinal lymph node; Fine-needle aspiration; Lymph node; Esophagus; Mediastinum; Cancer; Biopsy; Surgery; Metastasis; Oncology; 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":[0.00149505,0.0006145835,0.0007651373,0.001010151,0.0004005127,0.001855427,0.0004486933,0.0008166498,0.003413923],"category_scores_gemma":[0.001994204,0.0001915772,0.0005268255,0.000593077,0.0006687861,0.001922436,0.00110451,0.0014594,0.0009742169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007736528,"about_ca_system_score_gemma":0.001097387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357962,"about_ca_topic_score_gemma":0.005479163,"domain_scores_codex":[0.9995015,0.0001148332,0.00005532482,0.00006297478,0.0001581671,0.0001073686],"domain_scores_gemma":[0.999136,0.0003476191,0.00008660235,0.00006629332,0.0002004585,0.0001630097],"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":[0.001310739,0.0001142075,0.0954425,0.0008816263,0.0001776835,0.004150153,0.0002394643,0.002025689,0.02238806,0.009574665,0.0246011,0.839094],"study_design_scores_gemma":[0.0002874806,0.002178298,0.352207,0.006370835,0.001362927,0.0593375,0.00177795,0.02736562,0.02426718,0.0419668,0.4825862,0.0002922427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3042244,0.3773906,0.02472169,0.03882738,0.003618657,0.0001964479,0.001432625,0.0007081666,0.2488801],"genre_scores_gemma":[0.8729887,0.0723906,0.02499878,0.007588289,0.004782381,0.000112979,0.001761489,0.0002152042,0.0151616],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003413923,"threshold_uncertainty_score":0.01142067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426576078574093,"score_gpt":0.4441604884712086,"score_spread":0.4198947276854677,"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."}}