{"id":"W2327694375","doi":"10.1016/j.jasc.2012.08.175","title":"Utility of Endobronchial Ultrasound-guided Fine Needle Aspiration Biopsy in Evaluating Lung Carcinomas, London Health Sciences Centre Experience and Lessons Learned","year":2012,"lang":"en","type":"article","venue":"Journal of the American Society of Cytopathology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Endobronchial ultrasound; Radiology; Lung; Fine-needle aspiration; Biopsy; Ultrasound; Lung ultrasound; General surgery; Medical physics; Bronchoscopy; 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":[0.00506246,0.0004346102,0.0003141416,0.0009757018,0.0007894164,0.001536262,0.001074754,0.001636569,0.002446929],"category_scores_gemma":[0.01391725,0.0004182411,0.0003611562,0.0005125389,0.001707949,0.001501543,0.000938945,0.0009410165,0.000797862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207376,"about_ca_system_score_gemma":0.0008479927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282439,"about_ca_topic_score_gemma":0.03959868,"domain_scores_codex":[0.9975548,0.001118442,0.0003455813,0.0002167895,0.0004608238,0.000303532],"domain_scores_gemma":[0.9950577,0.00249504,0.0002342038,0.0002637667,0.001033969,0.0009153773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001895481,0.001050012,0.5764737,0.0009207705,0.0001696465,0.1064855,0.03702176,0.00159835,0.02718494,0.0009947655,0.007864221,0.2383408],"study_design_scores_gemma":[0.0002883925,0.004289629,0.6539791,0.001018682,0.0001748078,0.2579908,0.02899504,0.002565687,0.007874122,0.001679419,0.040759,0.0003853073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530115,0.01842657,0.001783319,0.00714336,0.0001933655,0.00009733353,0.000080023,0.00004949106,0.01921506],"genre_scores_gemma":[0.9856445,0.006962975,0.003276109,0.001327283,0.0003545732,0.0000175426,0.00006998709,0.00004384733,0.00230314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282439,"threshold_uncertainty_score":0.02677315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08552816612570247,"score_gpt":0.4130501977690453,"score_spread":0.3275220316433429,"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."}}