{"id":"W2069882006","doi":"10.1016/j.jtcvs.2014.06.007","title":"Transesophageal pulmonary nodule biopsy using endoscopic ultrasonography","year":2014,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Radiology; Nodule (geology); Biopsy; Lung; Sampling (signal processing); Lung biopsy; Prospective cohort study; Endoscopic ultrasound; Retrospective cohort study; Mediastinum; Surgery; 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":[0.0009994531,0.001051117,0.0006984103,0.002085804,0.0007185695,0.0007944744,0.0005189929,0.002189782,0.001418131],"category_scores_gemma":[0.003174433,0.0006992012,0.001074925,0.0004824449,0.0007186658,0.002017095,0.001079179,0.001200852,0.0005899185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003621187,"about_ca_system_score_gemma":0.0005048345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008038679,"about_ca_topic_score_gemma":0.002282993,"domain_scores_codex":[0.9991335,0.0001580962,0.0001768157,0.0001774275,0.0002262702,0.0001278416],"domain_scores_gemma":[0.9989299,0.0004488658,0.00005325786,0.0001640968,0.0001876764,0.0002161803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000868411,0.0003774995,0.147349,0.0002731989,0.0002633372,0.5547971,0.000498244,0.0009357938,0.1949113,0.0007290558,0.0007703538,0.09822667],"study_design_scores_gemma":[0.0001366228,0.0009852787,0.09508078,0.0001506269,0.0004616497,0.8537188,0.0006496806,0.01012058,0.03239453,0.0009468103,0.005279617,0.00007496643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921152,0.009240678,0.0547919,0.002174126,0.0005813365,0.0003561673,0.0001469571,0.0003535476,0.01120327],"genre_scores_gemma":[0.969067,0.001578828,0.02702578,0.0007412929,0.0004869715,0.00003639182,0.0001083107,0.00002345007,0.0009320558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002189782,"threshold_uncertainty_score":0.00528568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938576307975178,"score_gpt":0.27982307683051,"score_spread":0.2604373137507582,"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."}}